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2022 AWS Certified Developer Associate Exam Preparation: Questions and Answers Dump.
Welcome to AWS Certified Developer Associate Exam Preparation:
Definition and Objectives, Top 100 Questions and Answers dump, White papers, Courses, Labs and Training Materials, Exam info and details, References, Jobs, Others AWS Certificates

What is the AWS Certified Developer Associate Exam?
This AWS Certified Developer-Associate Examination is intended for individuals who perform a Developer role. It validates an examinee’s ability to:
- Demonstrate an understanding of core AWS services, uses, and basic AWS architecture best practices
- Demonstrate proficiency in developing, deploying, and debugging cloud-based applications by using AWS
Recommended general IT knowledge
The target candidate should have the following:
– In-depth knowledge of at least one high-level programming language
– Understanding of application lifecycle management
– The ability to write code for serverless applications
– Understanding of the use of containers in the development process
Recommended AWS knowledge
The target candidate should be able to do the following:
- Use the AWS service APIs, CLI, and software development kits (SDKs) to write applications
- Identify key features of AWS services
- Understand the AWS shared responsibility model
- Use a continuous integration and continuous delivery (CI/CD) pipeline to deploy applications on AWS
- Use and interact with AWS services
- Apply basic understanding of cloud-native applications to write code
- Write code by using AWS security best practices (for example, use IAM roles instead of secret and access keys in the code)
- Author, maintain, and debug code modules on AWS
What is considered out of scope for the target candidate?
The following is a non-exhaustive list of related job tasks that the target candidate is not expected to be able to perform. These items are considered out of scope for the exam:
– Design architectures (for example, distributed system, microservices)
– Design and implement CI/CD pipelines
- Administer IAM users and groups
- Administer Amazon Elastic Container Service (Amazon ECS)
- Design AWS networking infrastructure (for example, Amazon VPC, AWS Direct Connect)
- Understand compliance and licensing
Exam content
Response types
There are two types of questions on the exam:
– Multiple choice: Has one correct response and three incorrect responses (distractors)
– Multiple response: Has two or more correct responses out of five or more response options
Select one or more responses that best complete the statement or answer the question. Distractors, or incorrect answers, are response options that a candidate with incomplete knowledge or skill might choose.
Distractors are generally plausible responses that match the content area.
Unanswered questions are scored as incorrect; there is no penalty for guessing. The exam includes 50 questions that will affect your score.
Unscored content
The exam includes 15 unscored questions that do not affect your score. AWS collects information about candidate performance on these unscored questions to evaluate these questions for future use as scored questions. These unscored questions are not identified on the exam.
Exam results
The AWS Certified Developer – Associate (DVA-C01) exam is a pass or fail exam. The exam is scored against a minimum standard established by AWS professionals who follow certification industry best practices and guidelines.
Your results for the exam are reported as a scaled score of 100–1,000. The minimum passing score is 720.
Your score shows how you performed on the exam as a whole and whether you passed. Scaled scoring models help equate scores across multiple exam forms that might have slightly different difficulty levels.
Your score report could contain a table of classifications of your performance at each section level. This information is intended to provide general feedback about your exam performance. The exam uses a compensatory scoring model, which means that you do not need to achieve a passing score in each section. You need to pass only the overall exam.
Each section of the exam has a specific weighting, so some sections have more questions than other sections have. The table contains general information that highlights your strengths and weaknesses. Use caution when interpreting section-level feedback.
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Content outline
This exam guide includes weightings, test domains, and objectives for the exam. It is not a comprehensive listing of the content on the exam. However, additional context for each of the objectives is available to help guide your preparation for the exam. The following table lists the main content domains and their weightings. The table precedes the complete exam content outline, which includes the additional context.
The percentage in each domain represents only scored content.
Domain 1: Deployment 22%
Domain 2: Security 26%
Domain 3: Development with AWS Services 30%
Domain 4: Refactoring 10%
Domain 5: Monitoring and Troubleshooting 12%
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Domain 1: Deployment
1.1 Deploy written code in AWS using existing CI/CD pipelines, processes, and patterns.
– Commit code to a repository and invoke build, test and/or deployment actions
– Use labels and branches for version and release management
– Use AWS CodePipeline to orchestrate workflows against different environments
– Apply AWS CodeCommit, AWS CodeBuild, AWS CodePipeline, AWS CodeStar, and AWS
CodeDeploy for CI/CD purposes
– Perform a roll back plan based on application deployment policy
1.2 Deploy applications using AWS Elastic Beanstalk.
– Utilize existing supported environments to define a new application stack
– Package the application
– Introduce a new application version into the Elastic Beanstalk environment
– Utilize a deployment policy to deploy an application version (i.e., all at once, rolling, rolling with batch, immutable)
– Validate application health using Elastic Beanstalk dashboard
– Use Amazon CloudWatch Logs to instrument application logging
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1.3 Prepare the application deployment package to be deployed to AWS.
– Manage the dependencies of the code module (like environment variables, config files and static image files) within the package
– Outline the package/container directory structure and organize files appropriately
– Translate application resource requirements to AWS infrastructure parameters (e.g., memory, cores)
1.4 Deploy serverless applications.
– Given a use case, implement and launch an AWS Serverless Application Model (AWS SAM) template
– Manage environments in individual AWS services (e.g., Differentiate between Development, Test, and Production in Amazon API Gateway)
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Domain 2: Security
2.1 Make authenticated calls to AWS services.
– Communicate required policy based on least privileges required by application.
– Assume an IAM role to access a service
– Use the software development kit (SDK) credential provider on-premises or in the cloud to access AWS services (local credentials vs. instance roles)
2.2 Implement encryption using AWS services.
– Encrypt data at rest (client side; server side; envelope encryption) using AWS services
– Encrypt data in transit
2.3 Implement application authentication and authorization.
– Add user sign-up and sign-in functionality for applications with Amazon Cognito identity or user pools
– Use Amazon Cognito-provided credentials to write code that access AWS services.
– Use Amazon Cognito sync to synchronize user profiles and data
– Use developer-authenticated identities to interact between end user devices, backend
authentication, and Amazon Cognito
Domain 3: Development with AWS Services
3.1 Write code for serverless applications.
– Compare and contrast server-based vs. serverless model (e.g., micro services, stateless nature of serverless applications, scaling serverless applications, and decoupling layers of serverless applications)
– Configure AWS Lambda functions by defining environment variables and parameters (e.g., memory, time out, runtime, handler)
– Create an API endpoint using Amazon API Gateway
– Create and test appropriate API actions like GET, POST using the API endpoint
– Apply Amazon DynamoDB concepts (e.g., tables, items, and attributes)
– Compute read/write capacity units for Amazon DynamoDB based on application requirements
– Associate an AWS Lambda function with an AWS event source (e.g., Amazon API Gateway, Amazon CloudWatch event, Amazon S3 events, Amazon Kinesis)
– Invoke an AWS Lambda function synchronously and asynchronously
3.2 Translate functional requirements into application design.
– Determine real-time vs. batch processing for a given use case
– Determine use of synchronous vs. asynchronous for a given use case
– Determine use of event vs. schedule/poll for a given use case
– Account for tradeoffs for consistency models in an application design
Domain 4: Refactoring
4.1 Optimize applications to best use AWS services and features.
Implement AWS caching services to optimize performance (e.g., Amazon ElastiCache, Amazon API Gateway cache)
Apply an Amazon S3 naming scheme for optimal read performance
4.2 Migrate existing application code to run on AWS.
– Isolate dependencies
– Run the application as one or more stateless processes
– Develop in order to enable horizontal scalability
– Externalize state
Domain 5: Monitoring and Troubleshooting
5.1 Write code that can be monitored.
– Create custom Amazon CloudWatch metrics
– Perform logging in a manner available to systems operators
– Instrument application source code to enable tracing in AWS X-Ray
5.2 Perform root cause analysis on faults found in testing or production.
– Interpret the outputs from the logging mechanism in AWS to identify errors in logs
– Check build and testing history in AWS services (e.g., AWS CodeBuild, AWS CodeDeploy, AWS CodePipeline) to identify issues
– Utilize AWS services (e.g., Amazon CloudWatch, VPC Flow Logs, and AWS X-Ray) to locate a specific faulty component
Which key tools, technologies, and concepts might be covered on the exam?
The following is a non-exhaustive list of the tools and technologies that could appear on the exam.
This list is subject to change and is provided to help you understand the general scope of services, features, or technologies on the exam.
The general tools and technologies in this list appear in no particular order.
AWS services are grouped according to their primary functions. While some of these technologies will likely be covered more than others on the exam, the order and placement of them in this list is no indication of relative weight or importance:
– Analytics
– Application Integration
– Containers
– Cost and Capacity Management
– Data Movement
– Developer Tools
– Instances (virtual machines)
– Management and Governance
– Networking and Content Delivery
– Security
– Serverless
AWS services and features
Analytics:
– Amazon Elasticsearch Service (Amazon ES)
– Amazon Kinesis
Application Integration:
– Amazon EventBridge (Amazon CloudWatch Events)
– Amazon Simple Notification Service (Amazon SNS)
– Amazon Simple Queue Service (Amazon SQS)
– AWS Step Functions
Compute:
– Amazon EC2
– AWS Elastic Beanstalk
– AWS Lambda
Containers:
– Amazon Elastic Container Registry (Amazon ECR)
– Amazon Elastic Container Service (Amazon ECS)
– Amazon Elastic Kubernetes Services (Amazon EKS)
Database:
– Amazon DynamoDB
– Amazon ElastiCache
– Amazon RDS
Developer Tools:
– AWS CodeArtifact
– AWS CodeBuild
– AWS CodeCommit
– AWS CodeDeploy
– Amazon CodeGuru
– AWS CodePipeline
– AWS CodeStar
– AWS Fault Injection Simulator
– AWS X-Ray
Management and Governance:
– AWS CloudFormation
– Amazon CloudWatch
Networking and Content Delivery:
– Amazon API Gateway
– Amazon CloudFront
– Elastic Load Balancing
Security, Identity, and Compliance:
– Amazon Cognito
– AWS Identity and Access Management (IAM)
– AWS Key Management Service (AWS KMS)
Storage:
– Amazon S3
Out-of-scope AWS services and features
The following is a non-exhaustive list of AWS services and features that are not covered on the exam.
These services and features do not represent every AWS offering that is excluded from the exam content.
Services or features that are entirely unrelated to the target job roles for the exam are excluded from this list because they are assumed to be irrelevant.
Out-of-scope AWS services and features include the following:
– AWS Application Discovery Service
– Amazon AppStream 2.0
– Amazon Chime
– Amazon Connect
– AWS Database Migration Service (AWS DMS)
– AWS Device Farm
– Amazon Elastic Transcoder
– Amazon GameLift
– Amazon Lex
– Amazon Machine Learning (Amazon ML)
– AWS Managed Services
– Amazon Mobile Analytics
– Amazon Polly
– Amazon QuickSight
– Amazon Rekognition
– AWS Server Migration Service (AWS SMS)
– AWS Service Catalog
– AWS Shield Advanced
– AWS Shield Standard
– AWS Snow Family
– AWS Storage Gateway
– AWS WAF
– Amazon WorkMail
– Amazon WorkSpaces
To succeed with the real exam, do not memorize the answers below. It is very important that you understand why a question is right or wrong and the concepts behind it by carefully reading the reference documents in the answers.
AWS Certified Developer – Associate Practice Questions And Answers Dump
Q0: Your application reads commands from an SQS queue and sends them to web services hosted by your
partners. When a partner’s endpoint goes down, your application continually returns their commands to the queue. The repeated attempts to deliver these commands use up resources. Commands that can’t be delivered must not be lost.
How can you accommodate the partners’ broken web services without wasting your resources?
- A. Create a delay queue and set DelaySeconds to 30 seconds
- B. Requeue the message with a VisibilityTimeout of 30 seconds.
- C. Create a dead letter queue and set the Maximum Receives to 3.
- D. Requeue the message with a DelaySeconds of 30 seconds.
Top
Q1: A developer is writing an application that will store data in a DynamoDB table. The ratio of reads operations to write operations will be 1000 to 1, with the same data being accessed frequently.
What should the Developer enable on the DynamoDB table to optimize performance and minimize costs?
- A. Amazon DynamoDB auto scaling
- B. Amazon DynamoDB cross-region replication
- C. Amazon DynamoDB Streams
- D. Amazon DynamoDB Accelerator
Top
Q2: You are creating a DynamoDB table with the following attributes:
- PurchaseOrderNumber (partition key)
- CustomerID
- PurchaseDate
- TotalPurchaseValue
One of your applications must retrieve items from the table to calculate the total value of purchases for a
particular customer over a date range. What secondary index do you need to add to the table?
- A. Local secondary index with a partition key of CustomerID and sort key of PurchaseDate; project the
TotalPurchaseValue attribute - B. Local secondary index with a partition key of PurchaseDate and sort key of CustomerID; project the
TotalPurchaseValue attribute - C. Global secondary index with a partition key of CustomerID and sort key of PurchaseDate; project the
TotalPurchaseValue attribute - D. Global secondary index with a partition key of PurchaseDate and sort key of CustomerID; project the
TotalPurchaseValue attribute
Top
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Q3: When referencing the remaining time left for a Lambda function to run within the function’s code you would use:
- A. The event object
- B. The timeLeft object
- C. The remains object
- D. The context object
Top
Q4: What two arguments does a Python Lambda handler function require?
- A. invocation, zone
- B. event, zone
- C. invocation, context
- D. event, context
Q5: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only via SFTP
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
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Q6: A Lambda deployment package contains:
- A. Function code, libraries, and runtime binaries
- B. Only function code
- C. Function code and libraries not included within the runtime
- D. Only libraries not included within the runtime
Q7: You are attempting to SSH into an EC2 instance that is located in a public subnet. However, you are currently receiving a timeout error trying to connect. What could be a possible cause of this connection issue?
- A. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic, but does not have an outbound rule that allows SSH traffic.
- B. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic AND has an outbound rule that explicitly denies SSH traffic.
- C. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic AND the associated NACL has both an inbound and outbound rule that allows SSH traffic.
- D. The security group associated with the EC2 instance does not have an inbound rule that allows SSH traffic AND the associated NACL does not have an outbound rule that allows SSH traffic.
Top
Q8: You have instances inside private subnets and a properly configured bastion host instance in a public subnet. None of the instances in the private subnets have a public or Elastic IP address. How can you connect an instance in the private subnet to the open internet to download system updates?
- A. Create and assign EIP to each instance
- B. Create and attach a second IGW to the VPC.
- C. Create and utilize a NAT Gateway
- D. Connect to a VPN
Top
Q9: What feature of VPC networking should you utilize if you want to create “elasticity” in your application’s architecture?
- A. Security Groups
- B. Route Tables
- C. Elastic Load Balancer
- D. Auto Scaling
Top
Q10: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only from a directly uploaded zip file
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Q11: You’re writing a script with an AWS SDK that uses the AWS API Actions and want to create AMIs for non-EBS backed AMIs for you. Which API call should occurs in the final process of creating an AMI?
- A. RegisterImage
- B. CreateImage
- C. ami-register-image
- D. ami-create-image
Q12: When dealing with session state in EC2-based applications using Elastic load balancers which option is generally thought of as the best practice for managing user sessions?
- A. Having the ELB distribute traffic to all EC2 instances and then having the instance check a caching solution like ElastiCache running Redis or Memcached for session information
- B. Permenantly assigning users to specific instances and always routing their traffic to those instances
- C. Using Application-generated cookies to tie a user session to a particular instance for the cookie duration
- D. Using Elastic Load Balancer generated cookies to tie a user session to a particular instance
Q13: Which API call would best be used to describe an Amazon Machine Image?
- A. ami-describe-image
- B. ami-describe-images
- C. DescribeImage
- D. DescribeImages
Q14: What is one key difference between an Amazon EBS-backed and an instance-store backed instance?
- A. Autoscaling requires using Amazon EBS-backed instances
- B. Virtual Private Cloud requires EBS backed instances
- C. Amazon EBS-backed instances can be stopped and restarted without losing data
- D. Instance-store backed instances can be stopped and restarted without losing data
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Q15: After having created a new Linux instance on Amazon EC2, and downloaded the .pem file (called Toto.pem) you try and SSH into your IP address (54.1.132.33) using the following command.
ssh -i my_key.pem ec2-user@52.2.222.22
However you receive the following error.
@@@@@@@@ WARNING: UNPROTECTED PRIVATE KEY FILE! @ @@@@@@@@@@@@@@@@@@@
What is the most probable reason for this and how can you fix it?
- A. You do not have root access on your terminal and need to use the sudo option for this to work.
- B. You do not have enough permissions to perform the operation.
- C. Your key file is encrypted. You need to use the -u option for unencrypted not the -i option.
- D. Your key file must not be publicly viewable for SSH to work. You need to modify your .pem file to limit permissions.
Q16: You have an EBS root device on /dev/sda1 on one of your EC2 instances. You are having trouble with this particular instance and you need to either Stop/Start, Reboot or Terminate the instance but you do NOT want to lose any data that you have stored on /dev/sda1. However, you are unsure if changing the instance state in any of the aforementioned ways will cause you to lose data stored on the EBS volume. Which of the below statements best describes the effect each change of instance state would have on the data you have stored on /dev/sda1?
- A. Whether you stop/start, reboot or terminate the instance it does not matter because data on an EBS volume is not ephemeral and the data will not be lost regardless of what method is used.
- B. If you stop/start the instance the data will not be lost. However if you either terminate or reboot the instance the data will be lost.
- C. Whether you stop/start, reboot or terminate the instance it does not matter because data on an EBS volume is ephemeral and it will be lost no matter what method is used.
- D. The data will be lost if you terminate the instance, however the data will remain on /dev/sda1 if you reboot or stop/start the instance because data on an EBS volume is not ephemeral.
Q17: EC2 instances are launched from Amazon Machine Images (AMIs). A given public AMI:
- A. Can only be used to launch EC2 instances in the same AWS availability zone as the AMI is stored
- B. Can only be used to launch EC2 instances in the same country as the AMI is stored
- C. Can only be used to launch EC2 instances in the same AWS region as the AMI is stored
- D. Can be used to launch EC2 instances in any AWS region
Q18: Which of the following statements is true about the Elastic File System (EFS)?
- A. EFS can scale out to meet capacity requirements and scale back down when no longer needed
- B. EFS can be used by multiple EC2 instances simultaneously
- C. EFS cannot be used by an instance using EBS
- D. EFS can be configured on an instance before launch just like an IAM role or EBS volumes
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Q19: IAM Policies, at a minimum, contain what elements?
- A. ID
- B. Effects
- C. Resources
- D. Sid
- E. Principle
- F. Actions
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Q20: What are the main benefits of IAM groups?
- A. The ability to create custom permission policies.
- B. Assigning IAM permission policies to more than one user at a time.
- C. Easier user/policy management.
- D. Allowing EC2 instances to gain access to S3.
Q21: What are benefits of using AWS STS?
- A. Grant access to AWS resources without having to create an IAM identity for them
- B. Since credentials are temporary, you don’t have to rotate or revoke them
- C. Temporary security credentials can be extended indefinitely
- D. Temporary security credentials can be restricted to a specific region
Q22: What should the Developer enable on the DynamoDB table to optimize performance and minimize costs?
- A. Amazon DynamoDB auto scaling
- B. Amazon DynamoDB cross-region replication
- C. Amazon DynamoDB Streams
- D. Amazon DynamoDB Accelerator
Top
Q23: A Developer has been asked to create an AWS Elastic Beanstalk environment for a production web application which needs to handle thousands of requests. Currently the dev environment is running on a t1 micro instance. How can the Developer change the EC2 instance type to m4.large?
- A. Use CloudFormation to migrate the Amazon EC2 instance type of the environment from t1 micro to m4.large.
- B. Create a saved configuration file in Amazon S3 with the instance type as m4.large and use the same during environment creation.
- C. Change the instance type to m4.large in the configuration details page of the Create New Environment page.
- D. Change the instance type value for the environment to m4.large by using update autoscaling group CLI command.
Q24: What statements are true about Availability Zones (AZs) and Regions?
- A. There is only one AZ in each AWS Region
- B. AZs are geographically separated inside a region to help protect against natural disasters affecting more than one at a time.
- C. AZs can be moved between AWS Regions based on your needs
- D. There are (almost always) two or more AZs in each AWS Region
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Q25: An AWS Region contains:
- A. Edge Locations
- B. Data Centers
- C. AWS Services
- D. Availability Zones
Top
Q26: Which read request in DynamoDB returns a response with the most up-to-date data, reflecting the updates from all prior write operations that were successful?
- A. Eventual Consistent Reads
- B. Conditional reads for Consistency
- C. Strongly Consistent Reads
- D. Not possible
Top
Q27: You’ ve been asked to move an existing development environment on the AWS Cloud. This environment consists mainly of Docker based containers. You need to ensure that minimum effort is taken during the migration process. Which of the following step would you consider for this requirement?
- A. Create an Opswork stack and deploy the Docker containers
- B. Create an application and Environment for the Docker containers in the Elastic Beanstalk service
- C. Create an EC2 Instance. Install Docker and deploy the necessary containers.
- D. Create an EC2 Instance. Install Docker and deploy the necessary containers. Add an Autoscaling Group for scalability of the containers.
Top
Q28: You’ve written an application that uploads objects onto an S3 bucket. The size of the object varies between 200 – 500 MB. You’ve seen that the application sometimes takes a longer than expected time to upload the object. You want to improve the performance of the application. Which of the following would you consider?
- A. Create multiple threads and upload the objects in the multiple threads
- B. Write the items in batches for better performance
- C. Use the Multipart upload API
- D. Enable versioning on the Bucket
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Top
Q29: A security system monitors 600 cameras, saving image metadata every 1 minute to an Amazon DynamoDb table. Each sample involves 1kb of data, and the data writes are evenly distributed over time. How much write throughput is required for the target table?
- A. 6000
- B. 10
- C. 3600
- D. 600
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Q30: What two arguments does a Python Lambda handler function require?
- A. invocation, zone
- B. event, zone
- C. invocation, context
- D. event, context
Top
Q31: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only via SFTP
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Top
Q32: A Lambda deployment package contains:
- A. Function code, libraries, and runtime binaries
- B. Only function code
- C. Function code and libraries not included within the runtime
- D. Only libraries not included within the runtime
Top
Q33: You have instances inside private subnets and a properly configured bastion host instance in a public subnet. None of the instances in the private subnets have a public or Elastic IP address. How can you connect an instance in the private subnet to the open internet to download system updates?
- A. Create and assign EIP to each instance
- B. Create and attach a second IGW to the VPC.
- C. Create and utilize a NAT Gateway
- D. Connect to a VPN
Top
Q34: What feature of VPC networking should you utilize if you want to create “elasticity” in your application’s architecture?
- A. Security Groups
- B. Route Tables
- C. Elastic Load Balancer
- D. Auto Scaling
Top
Q30: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only from a directly uploaded zip file
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Answer:
Top
Q31: An organization is using an Amazon ElastiCache cluster in front of their Amazon RDS instance. The organization would like the Developer to implement logic into the code so that the cluster only retrieves data from RDS when there is a cache miss. What strategy can the Developer implement to achieve this?
- A. Lazy loading
- B. Write-through
- C. Error retries
- D. Exponential backoff
Answer:
Top
Q32: A developer is writing an application that will run on Ec2 instances and read messages from SQS queue. The nessages will arrive every 15-60 seconds. How should the Developer efficiently query the queue for new messages?
- A. Use long polling
- B. Set a custom visibility timeout
- C. Use short polling
- D. Implement exponential backoff
Top
Q33: You are using AWS SAM to define a Lambda function and configure CodeDeploy to manage deployment patterns. With new Lambda function working as per expectation which of the following will shift traffic from original Lambda function to new Lambda function in the shortest time frame?
- A. Canary10Percent5Minutes
- B. Linear10PercentEvery10Minutes
- C. Canary10Percent15Minutes
- D. Linear10PercentEvery1Minute
Top
Q34: You are using AWS SAM templates to deploy a serverless application. Which of the following resource will embed application from Amazon S3 buckets?
- A. AWS::Serverless::Api
- B. AWS::Serverless::Application
- C. AWS::Serverless::Layerversion
- D. AWS::Serverless::Function
Top
Q35: You are using AWS Envelope Encryption for encrypting all sensitive data. Which of the followings is True with regards to Envelope Encryption?
- A. Data is encrypted be encrypting Data key which is further encrypted using encrypted Master Key.
- B. Data is encrypted by plaintext Data key which is further encrypted using encrypted Master Key.
- C. Data is encrypted by encrypted Data key which is further encrypted using plaintext Master Key.
- D. Data is encrypted by plaintext Data key which is further encrypted using plaintext Master Key.
Top
Q36: You are developing an application that will be comprised of the following architecture –
- A set of Ec2 instances to process the videos.
- These (Ec2 instances) will be spun up by an autoscaling group.
- SQS Queues to maintain the processing messages.
- There will be 2 pricing tiers.
How will you ensure that the premium customers videos are given more preference?
- A. Create 2 Autoscaling Groups, one for normal and one for premium customers
- B. Create 2 set of Ec2 Instances, one for normal and one for premium customers
- C. Create 2 SQS queus, one for normal and one for premium customers
- D. Create 2 Elastic Load Balancers, one for normal and one for premium customers.
Top
Q37: You are developing an application that will interact with a DynamoDB table. The table is going to take in a lot of read and write operations. Which of the following would be the ideal partition key for the DynamoDB table to ensure ideal performance?
- A. CustomerID
- B. CustomerName
- C. Location
- D. Age
Top
Q38: A developer is making use of AWS services to develop an application. He has been asked to develop the application in a manner to compensate any network delays. Which of the following two mechanisms should he implement in the application?
- A. Multiple SQS queues
- B. Exponential backoff algorithm
- C. Retries in your application code
- D. Consider using the Java sdk.
Top
Q39: An application is being developed that is going to write data to a DynamoDB table. You have to setup the read and write throughput for the table. Data is going to be read at the rate of 300 items every 30 seconds. Each item is of size 6KB. The reads can be eventual consistent reads. What should be the read capacity that needs to be set on the table?
- A. 10
- B. 20
- C. 6
- D. 30
Top
Q40: You are in charge of deploying an application that will be hosted on an EC2 Instance and sit behind an Elastic Load balancer. You have been requested to monitor the incoming connections to the Elastic Load Balancer. Which of the below options can suffice this requirement?
- A. Use AWS CloudTrail with your load balancer
- B. Enable access logs on the load balancer
- C. Use a CloudWatch Logs Agent
- D. Create a custom metric CloudWatch lter on your load balancer
Top
Q41: A static web site has been hosted on a bucket and is now being accessed by users. One of the web pages javascript section has been changed to access data which is hosted in another S3 bucket. Now that same web page is no longer loading in the browser. Which of the following can help alleviate the error?
- A. Enable versioning for the underlying S3 bucket.
- B. Enable Replication so that the objects get replicated to the other bucket
- C. Enable CORS for the bucket
- D. Change the Bucket policy for the bucket to allow access from the other bucket
Top
Q42: Your mobile application includes a photo-sharing service that is expecting tens of thousands of users at launch. You will leverage Amazon Simple Storage Service (S3) for storage of the user Images, and you must decide how to authenticate and authorize your users for access to these images. You also need to manage the storage of these images. Which two of the following approaches should you use? Choose two answers from the options below
- A. Create an Amazon S3 bucket per user, and use your application to generate the S3 URL for the appropriate content.
- B. Use AWS Identity and Access Management (IAM) user accounts as your application-level user database, and offload the burden of authentication from your application code.
- C. Authenticate your users at the application level, and use AWS Security Token Service (STS)to grant token-based authorization to S3 objects.
- D. Authenticate your users at the application level, and send an SMS token message to the user. Create an Amazon S3 bucket with the same name as the SMS message token, and move the user’s objects to that bucket.
Top
Q43: Your current log analysis application takes more than four hours to generate a report of the top 10 users of your web application. You have been asked to implement a system that can report this information in real time, ensure that the report is always up to date, and handle increases in the number of requests to your web application. Choose the option that is cost-effective and can fulfill the requirements.
- A. Publish your data to CloudWatch Logs, and congure your application to Autoscale to handle the load on demand.
- B. Publish your log data to an Amazon S3 bucket. Use AWS CloudFormation to create an Auto Scaling group to scale your post-processing application which is congured to pull down your log les stored an Amazon S3
- C. Post your log data to an Amazon Kinesis data stream, and subscribe your log-processing application so that is congured to process your logging data.
- D. Create a multi-AZ Amazon RDS MySQL cluster, post the logging data to MySQL, and run a map reduce job to retrieve the required information on user counts.
Answer:
Top
Q44: You’ve been instructed to develop a mobile application that will make use of AWS services. You need to decide on a data store to store the user sessions. Which of the following would be an ideal data store for session management?
- A. AWS Simple Storage Service
- B. AWS DynamoDB
- C. AWS RDS
- D. AWS Redshift
Answer:
Top
Q45: Your application currently interacts with a DynamoDB table. Records are inserted into the table via the application. There is now a requirement to ensure that whenever items are updated in the DynamoDB primary table , another record is inserted into a secondary table. Which of the below feature should be used when developing such a solution?
- A. AWS DynamoDB Encryption
- B. AWS DynamoDB Streams
- C. AWS DynamoDB Accelerator
- D. AWSTable Accelerator
Top
Q46: An application has been making use of AWS DynamoDB for its back-end data store. The size of the table has now grown to 20 GB , and the scans on the table are causing throttling errors. Which of the following should now be implemented to avoid such errors?
- A. Large Page size
- B. Reduced page size
- C. Parallel Scans
- D. Sequential scans
Top
Q47: Which of the following is correct way of passing a stage variable to an HTTP URL ? (Select TWO.)
- A. http://example.com/${}/prod
- B. http://example.com/${stageVariables.}/prod
- C. http://${stageVariables.}.example.com/dev/operation
- D. http://${stageVariables}.example.com/dev/operation
- E. http://${}.example.com/dev/operation
- F. http://example.com/${stageVariables}/prod
Top
Q48: Your company is planning on creating new development environments in AWS. They want to make use of their existing Chef recipes which they use for their on-premise configuration for servers in AWS. Which of the following service would be ideal to use in this regard?
- A. AWS Elastic Beanstalk
- B. AWS OpsWork
- C. AWS Cloudformation
- D. AWS SQS
Top
Q49: Your company has developed a web application and is hosting it in an Amazon S3 bucket configured for static website hosting. The users can log in to this app using their Google/Facebook login accounts. The application is using the AWS SDK for JavaScript in the browser to access data stored in an Amazon DynamoDB table. How can you ensure that API keys for access to your data in DynamoDB are kept secure?
- A. Create an Amazon S3 role in IAM with access to the specific DynamoDB tables, and assign it to the bucket hosting your website
- B. Configure S3 bucket tags with your AWS access keys for your bucket hosing your website so that the application can query them for access.
- C. Configure a web identity federation role within IAM to enable access to the correct DynamoDB resources and retrieve temporary credentials
- D. Store AWS keys in global variables within your application and configure the application to use these credentials when making requests.
Top
Q50: Your application currently makes use of AWS Cognito for managing user identities. You want to analyze the information that is stored in AWS Cognito for your application. Which of the following features of AWS Cognito should you use for this purpose?
- A. Cognito Data
- B. Cognito Events
- C. Cognito Streams
- D. Cognito Callbacks
Top
Q51: You’ve developed a set of scripts using AWS Lambda. These scripts need to access EC2 Instances in a VPC. Which of the following needs to be done to ensure that the AWS Lambda function can access the resources in the VPC. Choose 2 answers from the options given below
- A. Ensure that the subnet ID’s are mentioned when conguring the Lambda function
- B. Ensure that the NACL ID’s are mentioned when conguring the Lambda function
- C. Ensure that the Security Group ID’s are mentioned when conguring the Lambda function
- D. Ensure that the VPC Flow Log ID’s are mentioned when conguring the Lambda function
Top
Q52: You’ve currently been tasked to migrate an existing on-premise environment into Elastic Beanstalk. The application does not make use of Docker containers. You also can’t see any relevant environments in the beanstalk service that would be suitable to host your application. What should you consider doing in this case?
- A. Migrate your application to using Docker containers and then migrate the app to the Elastic Beanstalk environment.
- B. Consider using Cloudformation to deploy your environment to Elastic Beanstalk
- C. Consider using Packer to create a custom platform
- D. Consider deploying your application using the Elastic Container Service
Top
Q53: Company B is writing 10 items to the Dynamo DB table every second. Each item is 15.5Kb in size. What would be the required provisioned write throughput for best performance? Choose the correct answer from the options below.
- A. 10
- B. 160
- C. 155
- D. 16
Top
Q54: Which AWS Service can be used to automatically install your application code onto EC2, on premises systems and Lambda?
- A. CodeCommit
- B. X-Ray
- C. CodeBuild
- D. CodeDeploy
Top
Q55: Which AWS service can be used to compile source code, run tests and package code?
- A. CodePipeline
- B. CodeCommit
- C. CodeBuild
- D. CodeDeploy
Top
Q56: How can your prevent CloudFormation from deleting your entire stack on failure? (Choose 2)
- A. Set the Rollback on failure radio button to No in the CloudFormation console
- B. Set Termination Protection to Enabled in the CloudFormation console
- C. Use the –disable-rollback flag with the AWS CLI
- D. Use the –enable-termination-protection protection flag with the AWS CLI
Q57: Which of the following practices allows multiple developers working on the same application to merge code changes frequently, without impacting each other and enables the identification of bugs early on in the release process?
- A. Continuous Integration
- B. Continuous Deployment
- C. Continuous Delivery
- D. Continuous Development
Q58: When deploying application code to EC2, the AppSpec file can be written in which language?
- A. JSON
- B. JSON or YAML
- C. XML
- D. YAML
Q59: Part of your CloudFormation deployment fails due to a mis-configuration, by defaukt what will happen?
- A. CloudFormation will rollback only the failed components
- B. CloudFormation will rollback the entire stack
- C. Failed component will remain available for debugging purposes
- D. CloudFormation will ask you if you want to continue with the deployment
Top
Q60: You want to receive an email whenever a user pushes code to CodeCommit repository, how can you configure this?
- A. Create a new SNS topic and configure it to poll for CodeCommit eveents. Ask all users to subscribe to the topic to receive notifications
- B. Configure a CloudWatch Events rule to send a message to SES which will trigger an email to be sent whenever a user pushes code to the repository.
- C. Configure Notifications in the console, this will create a CloudWatch events rule to send a notification to a SNS topic which will trigger an email to be sent to the user.
- D. Configure a CloudWatch Events rule to send a message to SQS which will trigger an email to be sent whenever a user pushes code to the repository.
Top
Q61: Which AWS service can be used to centrally store and version control your application source code, binaries and libraries
- A. CodeCommit
- B. CodeBuild
- C. CodePipeline
- D. ElasticFileSystem
Top
Q62: You are using CloudFormation to create a new S3 bucket, which of the following sections would you use to define the properties of your bucket?
- A. Conditions
- B. Parameters
- C. Outputs
- D. Resources
Top
Q63: You are deploying a number of EC2 and RDS instances using CloudFormation. Which section of the CloudFormation template would you use to define these?
- A. Transforms
- B. Outputs
- C. Resources
- D. Instances
Top
Q64: Which AWS service can be used to fully automate your entire release process?
- A. CodeDeploy
- B. CodePipeline
- C. CodeCommit
- D. CodeBuild
Top
Q65: You want to use the output of your CloudFormation stack as input to another CloudFormation stack. Which sections of the CloudFormation template would you use to help you configure this?
- A. Outputs
- B. Transforms
- C. Resources
- D. Exports
Top
Q66: You have some code located in an S3 bucket that you want to reference in your CloudFormation template. Which section of the template can you use to define this?
- A. Inputs
- B. Resources
- C. Transforms
- D. Files
Top
Q67: You are deploying an application to a number of Ec2 instances using CodeDeploy. What is the name of the file
used to specify source files and lifecycle hooks?
- A. buildspec.yml
- B. appspec.json
- C. appspec.yml
- D. buildspec.json
Q68: Which of the following approaches allows you to re-use pieces of CloudFormation code in multiple templates, for common use cases like provisioning a load balancer or web server?
- A. Share the code using an EBS volume
- B. Copy and paste the code into the template each time you need to use it
- C. Use a cloudformation nested stack
- D. Store the code you want to re-use in an AMI and reference the AMI from within your CloudFormation template.
Q69: In the CodeDeploy AppSpec file, what are hooks used for?
- A. To reference AWS resources that will be used during the deployment
- B. Hooks are reserved for future use
- C. To specify files you want to copy during the deployment.
- D. To specify, scripts or function that you want to run at set points in the deployment lifecycle
Q70: Which command can you use to encrypt a plain text file using CMK?
- A. aws kms-encrypt
- B. aws iam encrypt
- C. aws kms encrypt
- D. aws encrypt
Q72: Which of the following is an encrypted key used by KMS to encrypt your data
- A. Custmoer Mamaged Key
- B. Encryption Key
- C. Envelope Key
- D. Customer Master Key
Q73: Which of the following statements are correct? (Choose 2)
- A. The Customer Master Key is used to encrypt and decrypt the Envelope Key or Data Key
- B. The Envelope Key or Data Key is used to encrypt and decrypt plain text files.
- C. The envelope Key or Data Key is used to encrypt and decrypt the Customer Master Key.
- D. The Customer MasterKey is used to encrypt and decrypt plain text files.
Q74: Which of the following statements is correct in relation to kMS/ (Choose 2)
- A. KMS Encryption keys are regional
- B. You cannot export your customer master key
- C. You can export your customer master key.
- D. KMS encryption Keys are global
Q75: A developer is preparing a deployment package for a Java implementation of an AWS Lambda function. What should the developer include in the deployment package? (Select TWO.)
A. Compiled application code
B. Java runtime environment
C. References to the event sources
D. Lambda execution role
E. Application dependencies
Q76: A developer uses AWS CodeDeploy to deploy a Python application to a fleet of Amazon EC2 instances that run behind an Application Load Balancer. The instances run in an Amazon EC2 Auto Scaling group across multiple Availability Zones. What should the developer include in the CodeDeploy deployment package?
A. A launch template for the Amazon EC2 Auto Scaling group
B. A CodeDeploy AppSpec file
C. An EC2 role that grants the application access to AWS services
D. An IAM policy that grants the application access to AWS services
Q76: A company is working on a project to enhance its serverless application development process. The company hosts applications on AWS Lambda. The development team regularly updates the Lambda code and wants to use stable code in production. Which combination of steps should the development team take to configure Lambda functions to meet both development and production requirements? (Select TWO.)
A. Create a new Lambda version every time a new code release needs testing.
B. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to a production-ready unqualified Amazon Resource Name (ARN) version. Point the Development alias to the $LATEST version.
C. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to the production-ready qualified Amazon Resource Name (ARN) version. Point the Development alias to the variable LAMBDA_TASK_ROOT.
D. Create a new Lambda layer every time a new code release needs testing.
E. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to a production-ready Lambda layer Amazon Resource Name (ARN). Point the Development alias to the $LATEST layer ARN.
Q77: Each time a developer publishes a new version of an AWS Lambda function, all the dependent event source mappings need to be updated with the reference to the new version’s Amazon Resource Name (ARN). These updates are time consuming and error-prone. Which combination of actions should the developer take to avoid performing these updates when publishing a new Lambda version? (Select TWO.)
A. Update event source mappings with the ARN of the Lambda layer.
B. Point a Lambda alias to a new version of the Lambda function.
C. Create a Lambda alias for each published version of the Lambda function.
D. Point a Lambda alias to a new Lambda function alias.
E. Update the event source mappings with the Lambda alias ARN.
Q78: A company wants to store sensitive user data in Amazon S3 and encrypt this data at rest. The company must manage the encryption keys and use Amazon S3 to perform the encryption. How can a developer meet these requirements?
A. Enable default encryption for the S3 bucket by using the option for server-side encryption with customer-provided encryption keys (SSE-C).
B. Enable client-side encryption with an encryption key. Upload the encrypted object to the S3 bucket.
C. Enable server-side encryption with Amazon S3 managed encryption keys (SSE-S3). Upload an object to the S3 bucket.
D. Enable server-side encryption with customer-provided encryption keys (SSE-C). Upload an object to the S3 bucket.
Q79: A company is developing a Python application that submits data to an Amazon DynamoDB table. The company requires client-side encryption of specific data items and end-to-end protection for the encrypted data in transit and at rest. Which combination of steps will meet the requirement for the encryption of specific data items? (Select TWO.)
A. Generate symmetric encryption keys with AWS Key Management Service (AWS KMS).
B. Generate asymmetric encryption keys with AWS Key Management Service (AWS KMS).
C. Use generated keys with the DynamoDB Encryption Client.
D. Use generated keys to configure DynamoDB table encryption with AWS managed customer master keys (CMKs).
E. Use generated keys to configure DynamoDB table encryption with AWS owned customer master keys (CMKs).
Q80: A company is developing a REST API with Amazon API Gateway. Access to the API should be limited to users in the existing Amazon Cognito user pool. Which combination of steps should a developer perform to secure the API? (Select TWO.)
A. Create an AWS Lambda authorizer for the API.
B. Create an Amazon Cognito authorizer for the API.
C. Configure the authorizer for the API resource.
D. Configure the API methods to use the authorizer.
E. Configure the authorizer for the API stage.
Q81: A developer is implementing a mobile app to provide personalized services to app users. The application code makes calls to Amazon S3 and Amazon Simple Queue Service (Amazon SQS). Which options can the developer use to authenticate the app users? (Select TWO.)
A. Authenticate to the Amazon Cognito identity pool directly.
B. Authenticate to AWS Identity and Access Management (IAM) directly.
C. Authenticate to the Amazon Cognito user pool directly.
D. Federate authentication by using Login with Amazon with the users managed with AWS Security Token Service (AWS STS).
E. Federate authentication by using Login with Amazon with the users managed with the Amazon Cognito user pool.
Question: A company is implementing several order processing workflows. Each workflow is implemented by using AWS Lambda functions for each task. Which combination of steps should a developer follow to implement these workflows? (Select TWO.)
A. Define a AWS Step Functions task for each Lambda function.
B. Define a AWS Step Functions task for each workflow.
C. Write code that polls the AWS Step Functions invocation to coordinate each workflow.
D. Define an AWS Step Functions state machine for each workflow.
E. Define an AWS Step Functions state machine for each Lambda function.
Answer: A. D.
Notes: Step Functions is based on state machines and tasks. A state machine is a workflow. Tasks perform work by coordinating with other AWS services, such as Lambda. A state machine is a workflow. It can be used to express a workflow as a number of states, their relationships, and their input and output. You can coordinate individual tasks with Step Functions by expressing your workflow as a finite state machine, written in the Amazon States Language.
ReferenceText: Getting Started with AWS Step Functions.
ReferenceUrl: https://aws.amazon.com/step-functions/getting-started/
Category: Development
Welcome to AWS Certified Developer Associate Exam Preparation: Definition and Objectives, Top 100 Questions and Answers dump, White papers, Courses, Labs and Training Materials, Exam info and details, References, Jobs, Others AWS Certificates

What is the AWS Certified Developer Associate Exam?
This AWS Certified Developer-Associate Examination is intended for individuals who perform a Developer role. It validates an examinee’s ability to:
- Demonstrate an understanding of core AWS services, uses, and basic AWS architecture best practices
- Demonstrate proficiency in developing, deploying, and debugging cloud-based applications by using AWS
Recommended general IT knowledge
The target candidate should have the following:
– In-depth knowledge of at least one high-level programming language
– Understanding of application lifecycle management
– The ability to write code for serverless applications
– Understanding of the use of containers in the development process
Recommended AWS knowledge
The target candidate should be able to do the following:
- Use the AWS service APIs, CLI, and software development kits (SDKs) to write applications
- Identify key features of AWS services
- Understand the AWS shared responsibility model
- Use a continuous integration and continuous delivery (CI/CD) pipeline to deploy applications on AWS
- Use and interact with AWS services
- Apply basic understanding of cloud-native applications to write code
- Write code by using AWS security best practices (for example, use IAM roles instead of secret and access keys in the code)
- Author, maintain, and debug code modules on AWS
What is considered out of scope for the target candidate?
The following is a non-exhaustive list of related job tasks that the target candidate is not expected to be able to perform. These items are considered out of scope for the exam:
– Design architectures (for example, distributed system, microservices)
– Design and implement CI/CD pipelines
- Administer IAM users and groups
- Administer Amazon Elastic Container Service (Amazon ECS)
- Design AWS networking infrastructure (for example, Amazon VPC, AWS Direct Connect)
- Understand compliance and licensing
Exam content
Response types
There are two types of questions on the exam:
– Multiple choice: Has one correct response and three incorrect responses (distractors)
– Multiple response: Has two or more correct responses out of five or more response options
Select one or more responses that best complete the statement or answer the question. Distractors, or incorrect answers, are response options that a candidate with incomplete knowledge or skill might choose.
Distractors are generally plausible responses that match the content area.
Unanswered questions are scored as incorrect; there is no penalty for guessing. The exam includes 50 questions that will affect your score.
Unscored content
The exam includes 15 unscored questions that do not affect your score. AWS collects information about candidate performance on these unscored questions to evaluate these questions for future use as scored questions. These unscored questions are not identified on the exam.
Exam results
The AWS Certified Developer – Associate (DVA-C01) exam is a pass or fail exam. The exam is scored against a minimum standard established by AWS professionals who follow certification industry best practices and guidelines.
Your results for the exam are reported as a scaled score of 100–1,000. The minimum passing score is 720.
Your score shows how you performed on the exam as a whole and whether you passed. Scaled scoring models help equate scores across multiple exam forms that might have slightly different difficulty levels.
Your score report could contain a table of classifications of your performance at each section level. This information is intended to provide general feedback about your exam performance. The exam uses a compensatory scoring model, which means that you do not need to achieve a passing score in each section. You need to pass only the overall exam.
Each section of the exam has a specific weighting, so some sections have more questions than other sections have. The table contains general information that highlights your strengths and weaknesses. Use caution when interpreting section-level feedback.
Content outline
This exam guide includes weightings, test domains, and objectives for the exam. It is not a comprehensive listing of the content on the exam. However, additional context for each of the objectives is available to help guide your preparation for the exam. The following table lists the main content domains and their weightings. The table precedes the complete exam content outline, which includes the additional context.
The percentage in each domain represents only scored content.
Domain 1: Deployment 22%
Domain 2: Security 26%
Domain 3: Development with AWS Services 30%
Domain 4: Refactoring 10%
Domain 5: Monitoring and Troubleshooting 12%
Domain 1: Deployment
1.1 Deploy written code in AWS using existing CI/CD pipelines, processes, and patterns.
– Commit code to a repository and invoke build, test and/or deployment actions
– Use labels and branches for version and release management
– Use AWS CodePipeline to orchestrate workflows against different environments
– Apply AWS CodeCommit, AWS CodeBuild, AWS CodePipeline, AWS CodeStar, and AWS
CodeDeploy for CI/CD purposes
– Perform a roll back plan based on application deployment policy
1.2 Deploy applications using AWS Elastic Beanstalk.
– Utilize existing supported environments to define a new application stack
– Package the application
– Introduce a new application version into the Elastic Beanstalk environment
– Utilize a deployment policy to deploy an application version (i.e., all at once, rolling, rolling with batch, immutable)
– Validate application health using Elastic Beanstalk dashboard
– Use Amazon CloudWatch Logs to instrument application logging
1.3 Prepare the application deployment package to be deployed to AWS.
– Manage the dependencies of the code module (like environment variables, config files and static image files) within the package
– Outline the package/container directory structure and organize files appropriately
– Translate application resource requirements to AWS infrastructure parameters (e.g., memory, cores)
1.4 Deploy serverless applications.
– Given a use case, implement and launch an AWS Serverless Application Model (AWS SAM) template
– Manage environments in individual AWS services (e.g., Differentiate between Development, Test, and Production in Amazon API Gateway)
Domain 2: Security
2.1 Make authenticated calls to AWS services.
– Communicate required policy based on least privileges required by application.
– Assume an IAM role to access a service
– Use the software development kit (SDK) credential provider on-premises or in the cloud to access AWS services (local credentials vs. instance roles)
2.2 Implement encryption using AWS services.
– Encrypt data at rest (client side; server side; envelope encryption) using AWS services
– Encrypt data in transit
2.3 Implement application authentication and authorization.
– Add user sign-up and sign-in functionality for applications with Amazon Cognito identity or user pools
– Use Amazon Cognito-provided credentials to write code that access AWS services.
– Use Amazon Cognito sync to synchronize user profiles and data
– Use developer-authenticated identities to interact between end user devices, backend
authentication, and Amazon Cognito
Domain 3: Development with AWS Services
3.1 Write code for serverless applications.
– Compare and contrast server-based vs. serverless model (e.g., micro services, stateless nature of serverless applications, scaling serverless applications, and decoupling layers of serverless applications)
– Configure AWS Lambda functions by defining environment variables and parameters (e.g., memory, time out, runtime, handler)
– Create an API endpoint using Amazon API Gateway
– Create and test appropriate API actions like GET, POST using the API endpoint
– Apply Amazon DynamoDB concepts (e.g., tables, items, and attributes)
– Compute read/write capacity units for Amazon DynamoDB based on application requirements
– Associate an AWS Lambda function with an AWS event source (e.g., Amazon API Gateway, Amazon CloudWatch event, Amazon S3 events, Amazon Kinesis)
– Invoke an AWS Lambda function synchronously and asynchronously
3.2 Translate functional requirements into application design.
– Determine real-time vs. batch processing for a given use case
– Determine use of synchronous vs. asynchronous for a given use case
– Determine use of event vs. schedule/poll for a given use case
– Account for tradeoffs for consistency models in an application design
Domain 4: Refactoring
4.1 Optimize applications to best use AWS services and features.
Implement AWS caching services to optimize performance (e.g., Amazon ElastiCache, Amazon API Gateway cache)
Apply an Amazon S3 naming scheme for optimal read performance
4.2 Migrate existing application code to run on AWS.
– Isolate dependencies
– Run the application as one or more stateless processes
– Develop in order to enable horizontal scalability
– Externalize state
Domain 5: Monitoring and Troubleshooting
5.1 Write code that can be monitored.
– Create custom Amazon CloudWatch metrics
– Perform logging in a manner available to systems operators
– Instrument application source code to enable tracing in AWS X-Ray
5.2 Perform root cause analysis on faults found in testing or production.
– Interpret the outputs from the logging mechanism in AWS to identify errors in logs
– Check build and testing history in AWS services (e.g., AWS CodeBuild, AWS CodeDeploy, AWS CodePipeline) to identify issues
– Utilize AWS services (e.g., Amazon CloudWatch, VPC Flow Logs, and AWS X-Ray) to locate a specific faulty component
Which key tools, technologies, and concepts might be covered on the exam?
The following is a non-exhaustive list of the tools and technologies that could appear on the exam.
This list is subject to change and is provided to help you understand the general scope of services, features, or technologies on the exam.
The general tools and technologies in this list appear in no particular order.
AWS services are grouped according to their primary functions. While some of these technologies will likely be covered more than others on the exam, the order and placement of them in this list is no indication of relative weight or importance:
– Analytics
– Application Integration
– Containers
– Cost and Capacity Management
– Data Movement
– Developer Tools
– Instances (virtual machines)
– Management and Governance
– Networking and Content Delivery
– Security
– Serverless
AWS services and features
Analytics:
– Amazon Elasticsearch Service (Amazon ES)
– Amazon Kinesis
Application Integration:
– Amazon EventBridge (Amazon CloudWatch Events)
– Amazon Simple Notification Service (Amazon SNS)
– Amazon Simple Queue Service (Amazon SQS)
– AWS Step Functions
Compute:
– Amazon EC2
– AWS Elastic Beanstalk
– AWS Lambda
Containers:
– Amazon Elastic Container Registry (Amazon ECR)
– Amazon Elastic Container Service (Amazon ECS)
– Amazon Elastic Kubernetes Services (Amazon EKS)
Database:
– Amazon DynamoDB
– Amazon ElastiCache
– Amazon RDS
Developer Tools:
– AWS CodeArtifact
– AWS CodeBuild
– AWS CodeCommit
– AWS CodeDeploy
– Amazon CodeGuru
– AWS CodePipeline
– AWS CodeStar
– AWS Fault Injection Simulator
– AWS X-Ray
Management and Governance:
– AWS CloudFormation
– Amazon CloudWatch
Networking and Content Delivery:
– Amazon API Gateway
– Amazon CloudFront
– Elastic Load Balancing
Security, Identity, and Compliance:
– Amazon Cognito
– AWS Identity and Access Management (IAM)
– AWS Key Management Service (AWS KMS)
Storage:
– Amazon S3
Out-of-scope AWS services and features
The following is a non-exhaustive list of AWS services and features that are not covered on the exam.
These services and features do not represent every AWS offering that is excluded from the exam content.
Services or features that are entirely unrelated to the target job roles for the exam are excluded from this list because they are assumed to be irrelevant.
Out-of-scope AWS services and features include the following:
– AWS Application Discovery Service
– Amazon AppStream 2.0
– Amazon Chime
– Amazon Connect
– AWS Database Migration Service (AWS DMS)
– AWS Device Farm
– Amazon Elastic Transcoder
– Amazon GameLift
– Amazon Lex
– Amazon Machine Learning (Amazon ML)
– AWS Managed Services
– Amazon Mobile Analytics
– Amazon Polly
– Amazon QuickSight
– Amazon Rekognition
– AWS Server Migration Service (AWS SMS)
– AWS Service Catalog
– AWS Shield Advanced
– AWS Shield Standard
– AWS Snow Family
– AWS Storage Gateway
– AWS WAF
– Amazon WorkMail
– Amazon WorkSpaces
To succeed with the real exam, do not memorize the answers below. It is very important that you understand why a question is right or wrong and the concepts behind it by carefully reading the reference documents in the answers.
AWS Certified Developer – Associate Practice Questions And Answers Dump
Q0: Your application reads commands from an SQS queue and sends them to web services hosted by your
partners. When a partner’s endpoint goes down, your application continually returns their commands to the queue. The repeated attempts to deliver these commands use up resources. Commands that can’t be delivered must not be lost.
How can you accommodate the partners’ broken web services without wasting your resources?
- A. Create a delay queue and set DelaySeconds to 30 seconds
- B. Requeue the message with a VisibilityTimeout of 30 seconds.
- C. Create a dead letter queue and set the Maximum Receives to 3.
- D. Requeue the message with a DelaySeconds of 30 seconds.
Top
Q1: A developer is writing an application that will store data in a DynamoDB table. The ratio of reads operations to write operations will be 1000 to 1, with the same data being accessed frequently.
What should the Developer enable on the DynamoDB table to optimize performance and minimize costs?
- A. Amazon DynamoDB auto scaling
- B. Amazon DynamoDB cross-region replication
- C. Amazon DynamoDB Streams
- D. Amazon DynamoDB Accelerator
Top
Q2: You are creating a DynamoDB table with the following attributes:
- PurchaseOrderNumber (partition key)
- CustomerID
- PurchaseDate
- TotalPurchaseValue
One of your applications must retrieve items from the table to calculate the total value of purchases for a
particular customer over a date range. What secondary index do you need to add to the table?
- A. Local secondary index with a partition key of CustomerID and sort key of PurchaseDate; project the
TotalPurchaseValue attribute - B. Local secondary index with a partition key of PurchaseDate and sort key of CustomerID; project the
TotalPurchaseValue attribute - C. Global secondary index with a partition key of CustomerID and sort key of PurchaseDate; project the
TotalPurchaseValue attribute - D. Global secondary index with a partition key of PurchaseDate and sort key of CustomerID; project the
TotalPurchaseValue attribute
Top
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Q3: When referencing the remaining time left for a Lambda function to run within the function’s code you would use:
- A. The event object
- B. The timeLeft object
- C. The remains object
- D. The context object
Top
Q4: What two arguments does a Python Lambda handler function require?
- A. invocation, zone
- B. event, zone
- C. invocation, context
- D. event, context
Q5: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only via SFTP
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
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Q6: A Lambda deployment package contains:
- A. Function code, libraries, and runtime binaries
- B. Only function code
- C. Function code and libraries not included within the runtime
- D. Only libraries not included within the runtime
Q7: You are attempting to SSH into an EC2 instance that is located in a public subnet. However, you are currently receiving a timeout error trying to connect. What could be a possible cause of this connection issue?
- A. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic, but does not have an outbound rule that allows SSH traffic.
- B. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic AND has an outbound rule that explicitly denies SSH traffic.
- C. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic AND the associated NACL has both an inbound and outbound rule that allows SSH traffic.
- D. The security group associated with the EC2 instance does not have an inbound rule that allows SSH traffic AND the associated NACL does not have an outbound rule that allows SSH traffic.
Top
Q8: You have instances inside private subnets and a properly configured bastion host instance in a public subnet. None of the instances in the private subnets have a public or Elastic IP address. How can you connect an instance in the private subnet to the open internet to download system updates?
- A. Create and assign EIP to each instance
- B. Create and attach a second IGW to the VPC.
- C. Create and utilize a NAT Gateway
- D. Connect to a VPN
Top
Q9: What feature of VPC networking should you utilize if you want to create “elasticity” in your application’s architecture?
- A. Security Groups
- B. Route Tables
- C. Elastic Load Balancer
- D. Auto Scaling
Top
Q10: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only from a directly uploaded zip file
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Q11: You’re writing a script with an AWS SDK that uses the AWS API Actions and want to create AMIs for non-EBS backed AMIs for you. Which API call should occurs in the final process of creating an AMI?
- A. RegisterImage
- B. CreateImage
- C. ami-register-image
- D. ami-create-image
Q12: When dealing with session state in EC2-based applications using Elastic load balancers which option is generally thought of as the best practice for managing user sessions?
- A. Having the ELB distribute traffic to all EC2 instances and then having the instance check a caching solution like ElastiCache running Redis or Memcached for session information
- B. Permenantly assigning users to specific instances and always routing their traffic to those instances
- C. Using Application-generated cookies to tie a user session to a particular instance for the cookie duration
- D. Using Elastic Load Balancer generated cookies to tie a user session to a particular instance
Q13: Which API call would best be used to describe an Amazon Machine Image?
- A. ami-describe-image
- B. ami-describe-images
- C. DescribeImage
- D. DescribeImages
Q14: What is one key difference between an Amazon EBS-backed and an instance-store backed instance?
- A. Autoscaling requires using Amazon EBS-backed instances
- B. Virtual Private Cloud requires EBS backed instances
- C. Amazon EBS-backed instances can be stopped and restarted without losing data
- D. Instance-store backed instances can be stopped and restarted without losing data
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Q15: After having created a new Linux instance on Amazon EC2, and downloaded the .pem file (called Toto.pem) you try and SSH into your IP address (54.1.132.33) using the following command.
ssh -i my_key.pem ec2-user@52.2.222.22
However you receive the following error.
@@@@@@@@ WARNING: UNPROTECTED PRIVATE KEY FILE! @ @@@@@@@@@@@@@@@@@@@
What is the most probable reason for this and how can you fix it?
- A. You do not have root access on your terminal and need to use the sudo option for this to work.
- B. You do not have enough permissions to perform the operation.
- C. Your key file is encrypted. You need to use the -u option for unencrypted not the -i option.
- D. Your key file must not be publicly viewable for SSH to work. You need to modify your .pem file to limit permissions.
Q16: You have an EBS root device on /dev/sda1 on one of your EC2 instances. You are having trouble with this particular instance and you need to either Stop/Start, Reboot or Terminate the instance but you do NOT want to lose any data that you have stored on /dev/sda1. However, you are unsure if changing the instance state in any of the aforementioned ways will cause you to lose data stored on the EBS volume. Which of the below statements best describes the effect each change of instance state would have on the data you have stored on /dev/sda1?
- A. Whether you stop/start, reboot or terminate the instance it does not matter because data on an EBS volume is not ephemeral and the data will not be lost regardless of what method is used.
- B. If you stop/start the instance the data will not be lost. However if you either terminate or reboot the instance the data will be lost.
- C. Whether you stop/start, reboot or terminate the instance it does not matter because data on an EBS volume is ephemeral and it will be lost no matter what method is used.
- D. The data will be lost if you terminate the instance, however the data will remain on /dev/sda1 if you reboot or stop/start the instance because data on an EBS volume is not ephemeral.
Q17: EC2 instances are launched from Amazon Machine Images (AMIs). A given public AMI:
- A. Can only be used to launch EC2 instances in the same AWS availability zone as the AMI is stored
- B. Can only be used to launch EC2 instances in the same country as the AMI is stored
- C. Can only be used to launch EC2 instances in the same AWS region as the AMI is stored
- D. Can be used to launch EC2 instances in any AWS region
Q18: Which of the following statements is true about the Elastic File System (EFS)?
- A. EFS can scale out to meet capacity requirements and scale back down when no longer needed
- B. EFS can be used by multiple EC2 instances simultaneously
- C. EFS cannot be used by an instance using EBS
- D. EFS can be configured on an instance before launch just like an IAM role or EBS volumes
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Q19: IAM Policies, at a minimum, contain what elements?
- A. ID
- B. Effects
- C. Resources
- D. Sid
- E. Principle
- F. Actions
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Q20: What are the main benefits of IAM groups?
- A. The ability to create custom permission policies.
- B. Assigning IAM permission policies to more than one user at a time.
- C. Easier user/policy management.
- D. Allowing EC2 instances to gain access to S3.
Q21: What are benefits of using AWS STS?
- A. Grant access to AWS resources without having to create an IAM identity for them
- B. Since credentials are temporary, you don’t have to rotate or revoke them
- C. Temporary security credentials can be extended indefinitely
- D. Temporary security credentials can be restricted to a specific region
Q22: What should the Developer enable on the DynamoDB table to optimize performance and minimize costs?
- A. Amazon DynamoDB auto scaling
- B. Amazon DynamoDB cross-region replication
- C. Amazon DynamoDB Streams
- D. Amazon DynamoDB Accelerator
Top
Q23: A Developer has been asked to create an AWS Elastic Beanstalk environment for a production web application which needs to handle thousands of requests. Currently the dev environment is running on a t1 micro instance. How can the Developer change the EC2 instance type to m4.large?
- A. Use CloudFormation to migrate the Amazon EC2 instance type of the environment from t1 micro to m4.large.
- B. Create a saved configuration file in Amazon S3 with the instance type as m4.large and use the same during environment creation.
- C. Change the instance type to m4.large in the configuration details page of the Create New Environment page.
- D. Change the instance type value for the environment to m4.large by using update autoscaling group CLI command.
Q24: What statements are true about Availability Zones (AZs) and Regions?
- A. There is only one AZ in each AWS Region
- B. AZs are geographically separated inside a region to help protect against natural disasters affecting more than one at a time.
- C. AZs can be moved between AWS Regions based on your needs
- D. There are (almost always) two or more AZs in each AWS Region
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Q25: An AWS Region contains:
- A. Edge Locations
- B. Data Centers
- C. AWS Services
- D. Availability Zones
Top
Q26: Which read request in DynamoDB returns a response with the most up-to-date data, reflecting the updates from all prior write operations that were successful?
- A. Eventual Consistent Reads
- B. Conditional reads for Consistency
- C. Strongly Consistent Reads
- D. Not possible
Top
Q27: You’ ve been asked to move an existing development environment on the AWS Cloud. This environment consists mainly of Docker based containers. You need to ensure that minimum effort is taken during the migration process. Which of the following step would you consider for this requirement?
- A. Create an Opswork stack and deploy the Docker containers
- B. Create an application and Environment for the Docker containers in the Elastic Beanstalk service
- C. Create an EC2 Instance. Install Docker and deploy the necessary containers.
- D. Create an EC2 Instance. Install Docker and deploy the necessary containers. Add an Autoscaling Group for scalability of the containers.
Top
Q28: You’ve written an application that uploads objects onto an S3 bucket. The size of the object varies between 200 – 500 MB. You’ve seen that the application sometimes takes a longer than expected time to upload the object. You want to improve the performance of the application. Which of the following would you consider?
- A. Create multiple threads and upload the objects in the multiple threads
- B. Write the items in batches for better performance
- C. Use the Multipart upload API
- D. Enable versioning on the Bucket
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Top
Q29: A security system monitors 600 cameras, saving image metadata every 1 minute to an Amazon DynamoDb table. Each sample involves 1kb of data, and the data writes are evenly distributed over time. How much write throughput is required for the target table?
- A. 6000
- B. 10
- C. 3600
- D. 600
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Q30: What two arguments does a Python Lambda handler function require?
- A. invocation, zone
- B. event, zone
- C. invocation, context
- D. event, context
Top
Q31: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only via SFTP
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Top
Q32: A Lambda deployment package contains:
- A. Function code, libraries, and runtime binaries
- B. Only function code
- C. Function code and libraries not included within the runtime
- D. Only libraries not included within the runtime
Top
Q33: You have instances inside private subnets and a properly configured bastion host instance in a public subnet. None of the instances in the private subnets have a public or Elastic IP address. How can you connect an instance in the private subnet to the open internet to download system updates?
- A. Create and assign EIP to each instance
- B. Create and attach a second IGW to the VPC.
- C. Create and utilize a NAT Gateway
- D. Connect to a VPN
Top
Q34: What feature of VPC networking should you utilize if you want to create “elasticity” in your application’s architecture?
- A. Security Groups
- B. Route Tables
- C. Elastic Load Balancer
- D. Auto Scaling
Top
Q30: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only from a directly uploaded zip file
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Answer:
Top
Q31: An organization is using an Amazon ElastiCache cluster in front of their Amazon RDS instance. The organization would like the Developer to implement logic into the code so that the cluster only retrieves data from RDS when there is a cache miss. What strategy can the Developer implement to achieve this?
- A. Lazy loading
- B. Write-through
- C. Error retries
- D. Exponential backoff
Answer:
Top
Q32: A developer is writing an application that will run on Ec2 instances and read messages from SQS queue. The nessages will arrive every 15-60 seconds. How should the Developer efficiently query the queue for new messages?
- A. Use long polling
- B. Set a custom visibility timeout
- C. Use short polling
- D. Implement exponential backoff
Top
Q33: You are using AWS SAM to define a Lambda function and configure CodeDeploy to manage deployment patterns. With new Lambda function working as per expectation which of the following will shift traffic from original Lambda function to new Lambda function in the shortest time frame?
- A. Canary10Percent5Minutes
- B. Linear10PercentEvery10Minutes
- C. Canary10Percent15Minutes
- D. Linear10PercentEvery1Minute
Top
Q34: You are using AWS SAM templates to deploy a serverless application. Which of the following resource will embed application from Amazon S3 buckets?
- A. AWS::Serverless::Api
- B. AWS::Serverless::Application
- C. AWS::Serverless::Layerversion
- D. AWS::Serverless::Function
Top
Q35: You are using AWS Envelope Encryption for encrypting all sensitive data. Which of the followings is True with regards to Envelope Encryption?
- A. Data is encrypted be encrypting Data key which is further encrypted using encrypted Master Key.
- B. Data is encrypted by plaintext Data key which is further encrypted using encrypted Master Key.
- C. Data is encrypted by encrypted Data key which is further encrypted using plaintext Master Key.
- D. Data is encrypted by plaintext Data key which is further encrypted using plaintext Master Key.
Top
Q36: You are developing an application that will be comprised of the following architecture –
- A set of Ec2 instances to process the videos.
- These (Ec2 instances) will be spun up by an autoscaling group.
- SQS Queues to maintain the processing messages.
- There will be 2 pricing tiers.
How will you ensure that the premium customers videos are given more preference?
- A. Create 2 Autoscaling Groups, one for normal and one for premium customers
- B. Create 2 set of Ec2 Instances, one for normal and one for premium customers
- C. Create 2 SQS queus, one for normal and one for premium customers
- D. Create 2 Elastic Load Balancers, one for normal and one for premium customers.
Top
Q37: You are developing an application that will interact with a DynamoDB table. The table is going to take in a lot of read and write operations. Which of the following would be the ideal partition key for the DynamoDB table to ensure ideal performance?
- A. CustomerID
- B. CustomerName
- C. Location
- D. Age
Top
Q38: A developer is making use of AWS services to develop an application. He has been asked to develop the application in a manner to compensate any network delays. Which of the following two mechanisms should he implement in the application?
- A. Multiple SQS queues
- B. Exponential backoff algorithm
- C. Retries in your application code
- D. Consider using the Java sdk.
Top
Q39: An application is being developed that is going to write data to a DynamoDB table. You have to setup the read and write throughput for the table. Data is going to be read at the rate of 300 items every 30 seconds. Each item is of size 6KB. The reads can be eventual consistent reads. What should be the read capacity that needs to be set on the table?
- A. 10
- B. 20
- C. 6
- D. 30
Top
Q40: You are in charge of deploying an application that will be hosted on an EC2 Instance and sit behind an Elastic Load balancer. You have been requested to monitor the incoming connections to the Elastic Load Balancer. Which of the below options can suffice this requirement?
- A. Use AWS CloudTrail with your load balancer
- B. Enable access logs on the load balancer
- C. Use a CloudWatch Logs Agent
- D. Create a custom metric CloudWatch lter on your load balancer
Top
Q41: A static web site has been hosted on a bucket and is now being accessed by users. One of the web pages javascript section has been changed to access data which is hosted in another S3 bucket. Now that same web page is no longer loading in the browser. Which of the following can help alleviate the error?
- A. Enable versioning for the underlying S3 bucket.
- B. Enable Replication so that the objects get replicated to the other bucket
- C. Enable CORS for the bucket
- D. Change the Bucket policy for the bucket to allow access from the other bucket
Top
Q42: Your mobile application includes a photo-sharing service that is expecting tens of thousands of users at launch. You will leverage Amazon Simple Storage Service (S3) for storage of the user Images, and you must decide how to authenticate and authorize your users for access to these images. You also need to manage the storage of these images. Which two of the following approaches should you use? Choose two answers from the options below
- A. Create an Amazon S3 bucket per user, and use your application to generate the S3 URL for the appropriate content.
- B. Use AWS Identity and Access Management (IAM) user accounts as your application-level user database, and offload the burden of authentication from your application code.
- C. Authenticate your users at the application level, and use AWS Security Token Service (STS)to grant token-based authorization to S3 objects.
- D. Authenticate your users at the application level, and send an SMS token message to the user. Create an Amazon S3 bucket with the same name as the SMS message token, and move the user’s objects to that bucket.
Top
Q43: Your current log analysis application takes more than four hours to generate a report of the top 10 users of your web application. You have been asked to implement a system that can report this information in real time, ensure that the report is always up to date, and handle increases in the number of requests to your web application. Choose the option that is cost-effective and can fulfill the requirements.
- A. Publish your data to CloudWatch Logs, and congure your application to Autoscale to handle the load on demand.
- B. Publish your log data to an Amazon S3 bucket. Use AWS CloudFormation to create an Auto Scaling group to scale your post-processing application which is congured to pull down your log les stored an Amazon S3
- C. Post your log data to an Amazon Kinesis data stream, and subscribe your log-processing application so that is congured to process your logging data.
- D. Create a multi-AZ Amazon RDS MySQL cluster, post the logging data to MySQL, and run a map reduce job to retrieve the required information on user counts.
Answer:
Top
Q44: You’ve been instructed to develop a mobile application that will make use of AWS services. You need to decide on a data store to store the user sessions. Which of the following would be an ideal data store for session management?
- A. AWS Simple Storage Service
- B. AWS DynamoDB
- C. AWS RDS
- D. AWS Redshift
Answer:
Top
Q45: Your application currently interacts with a DynamoDB table. Records are inserted into the table via the application. There is now a requirement to ensure that whenever items are updated in the DynamoDB primary table , another record is inserted into a secondary table. Which of the below feature should be used when developing such a solution?
- A. AWS DynamoDB Encryption
- B. AWS DynamoDB Streams
- C. AWS DynamoDB Accelerator
- D. AWSTable Accelerator
Top
Q46: An application has been making use of AWS DynamoDB for its back-end data store. The size of the table has now grown to 20 GB , and the scans on the table are causing throttling errors. Which of the following should now be implemented to avoid such errors?
- A. Large Page size
- B. Reduced page size
- C. Parallel Scans
- D. Sequential scans
Top
Q47: Which of the following is correct way of passing a stage variable to an HTTP URL ? (Select TWO.)
- A. http://example.com/${}/prod
- B. http://example.com/${stageVariables.}/prod
- C. http://${stageVariables.}.example.com/dev/operation
- D. http://${stageVariables}.example.com/dev/operation
- E. http://${}.example.com/dev/operation
- F. http://example.com/${stageVariables}/prod
Top
Q48: Your company is planning on creating new development environments in AWS. They want to make use of their existing Chef recipes which they use for their on-premise configuration for servers in AWS. Which of the following service would be ideal to use in this regard?
- A. AWS Elastic Beanstalk
- B. AWS OpsWork
- C. AWS Cloudformation
- D. AWS SQS
Top
Q49: Your company has developed a web application and is hosting it in an Amazon S3 bucket configured for static website hosting. The users can log in to this app using their Google/Facebook login accounts. The application is using the AWS SDK for JavaScript in the browser to access data stored in an Amazon DynamoDB table. How can you ensure that API keys for access to your data in DynamoDB are kept secure?
- A. Create an Amazon S3 role in IAM with access to the specific DynamoDB tables, and assign it to the bucket hosting your website
- B. Configure S3 bucket tags with your AWS access keys for your bucket hosing your website so that the application can query them for access.
- C. Configure a web identity federation role within IAM to enable access to the correct DynamoDB resources and retrieve temporary credentials
- D. Store AWS keys in global variables within your application and configure the application to use these credentials when making requests.
Top
Q50: Your application currently makes use of AWS Cognito for managing user identities. You want to analyze the information that is stored in AWS Cognito for your application. Which of the following features of AWS Cognito should you use for this purpose?
- A. Cognito Data
- B. Cognito Events
- C. Cognito Streams
- D. Cognito Callbacks
Top
Q51: You’ve developed a set of scripts using AWS Lambda. These scripts need to access EC2 Instances in a VPC. Which of the following needs to be done to ensure that the AWS Lambda function can access the resources in the VPC. Choose 2 answers from the options given below
- A. Ensure that the subnet ID’s are mentioned when conguring the Lambda function
- B. Ensure that the NACL ID’s are mentioned when conguring the Lambda function
- C. Ensure that the Security Group ID’s are mentioned when conguring the Lambda function
- D. Ensure that the VPC Flow Log ID’s are mentioned when conguring the Lambda function
Top
Q52: You’ve currently been tasked to migrate an existing on-premise environment into Elastic Beanstalk. The application does not make use of Docker containers. You also can’t see any relevant environments in the beanstalk service that would be suitable to host your application. What should you consider doing in this case?
- A. Migrate your application to using Docker containers and then migrate the app to the Elastic Beanstalk environment.
- B. Consider using Cloudformation to deploy your environment to Elastic Beanstalk
- C. Consider using Packer to create a custom platform
- D. Consider deploying your application using the Elastic Container Service
Top
Q53: Company B is writing 10 items to the Dynamo DB table every second. Each item is 15.5Kb in size. What would be the required provisioned write throughput for best performance? Choose the correct answer from the options below.
- A. 10
- B. 160
- C. 155
- D. 16
Top
Q54: Which AWS Service can be used to automatically install your application code onto EC2, on premises systems and Lambda?
- A. CodeCommit
- B. X-Ray
- C. CodeBuild
- D. CodeDeploy
Top
Q55: Which AWS service can be used to compile source code, run tests and package code?
- A. CodePipeline
- B. CodeCommit
- C. CodeBuild
- D. CodeDeploy
Top
Q56: How can your prevent CloudFormation from deleting your entire stack on failure? (Choose 2)
- A. Set the Rollback on failure radio button to No in the CloudFormation console
- B. Set Termination Protection to Enabled in the CloudFormation console
- C. Use the –disable-rollback flag with the AWS CLI
- D. Use the –enable-termination-protection protection flag with the AWS CLI
Q57: Which of the following practices allows multiple developers working on the same application to merge code changes frequently, without impacting each other and enables the identification of bugs early on in the release process?
- A. Continuous Integration
- B. Continuous Deployment
- C. Continuous Delivery
- D. Continuous Development
Q58: When deploying application code to EC2, the AppSpec file can be written in which language?
- A. JSON
- B. JSON or YAML
- C. XML
- D. YAML
Q59: Part of your CloudFormation deployment fails due to a mis-configuration, by defaukt what will happen?
- A. CloudFormation will rollback only the failed components
- B. CloudFormation will rollback the entire stack
- C. Failed component will remain available for debugging purposes
- D. CloudFormation will ask you if you want to continue with the deployment
Top
Q60: You want to receive an email whenever a user pushes code to CodeCommit repository, how can you configure this?
- A. Create a new SNS topic and configure it to poll for CodeCommit eveents. Ask all users to subscribe to the topic to receive notifications
- B. Configure a CloudWatch Events rule to send a message to SES which will trigger an email to be sent whenever a user pushes code to the repository.
- C. Configure Notifications in the console, this will create a CloudWatch events rule to send a notification to a SNS topic which will trigger an email to be sent to the user.
- D. Configure a CloudWatch Events rule to send a message to SQS which will trigger an email to be sent whenever a user pushes code to the repository.
Top
Q61: Which AWS service can be used to centrally store and version control your application source code, binaries and libraries
- A. CodeCommit
- B. CodeBuild
- C. CodePipeline
- D. ElasticFileSystem
Top
Q62: You are using CloudFormation to create a new S3 bucket, which of the following sections would you use to define the properties of your bucket?
- A. Conditions
- B. Parameters
- C. Outputs
- D. Resources
Top
Q63: You are deploying a number of EC2 and RDS instances using CloudFormation. Which section of the CloudFormation template would you use to define these?
- A. Transforms
- B. Outputs
- C. Resources
- D. Instances
Top
Q64: Which AWS service can be used to fully automate your entire release process?
- A. CodeDeploy
- B. CodePipeline
- C. CodeCommit
- D. CodeBuild
Top
Q65: You want to use the output of your CloudFormation stack as input to another CloudFormation stack. Which sections of the CloudFormation template would you use to help you configure this?
- A. Outputs
- B. Transforms
- C. Resources
- D. Exports
Top
Q66: You have some code located in an S3 bucket that you want to reference in your CloudFormation template. Which section of the template can you use to define this?
- A. Inputs
- B. Resources
- C. Transforms
- D. Files
Top
Q67: You are deploying an application to a number of Ec2 instances using CodeDeploy. What is the name of the file
used to specify source files and lifecycle hooks?
- A. buildspec.yml
- B. appspec.json
- C. appspec.yml
- D. buildspec.json
Q68: Which of the following approaches allows you to re-use pieces of CloudFormation code in multiple templates, for common use cases like provisioning a load balancer or web server?
- A. Share the code using an EBS volume
- B. Copy and paste the code into the template each time you need to use it
- C. Use a cloudformation nested stack
- D. Store the code you want to re-use in an AMI and reference the AMI from within your CloudFormation template.
Q69: In the CodeDeploy AppSpec file, what are hooks used for?
- A. To reference AWS resources that will be used during the deployment
- B. Hooks are reserved for future use
- C. To specify files you want to copy during the deployment.
- D. To specify, scripts or function that you want to run at set points in the deployment lifecycle
Q70: Which command can you use to encrypt a plain text file using CMK?
- A. aws kms-encrypt
- B. aws iam encrypt
- C. aws kms encrypt
- D. aws encrypt
Q72: Which of the following is an encrypted key used by KMS to encrypt your data
- A. Custmoer Mamaged Key
- B. Encryption Key
- C. Envelope Key
- D. Customer Master Key
Q73: Which of the following statements are correct? (Choose 2)
- A. The Customer Master Key is used to encrypt and decrypt the Envelope Key or Data Key
- B. The Envelope Key or Data Key is used to encrypt and decrypt plain text files.
- C. The envelope Key or Data Key is used to encrypt and decrypt the Customer Master Key.
- D. The Customer MasterKey is used to encrypt and decrypt plain text files.
Q74: Which of the following statements is correct in relation to kMS/ (Choose 2)
- A. KMS Encryption keys are regional
- B. You cannot export your customer master key
- C. You can export your customer master key.
- D. KMS encryption Keys are global
Q75: A developer is preparing a deployment package for a Java implementation of an AWS Lambda function. What should the developer include in the deployment package? (Select TWO.)
A. Compiled application code
B. Java runtime environment
C. References to the event sources
D. Lambda execution role
E. Application dependencies
Q76: A developer uses AWS CodeDeploy to deploy a Python application to a fleet of Amazon EC2 instances that run behind an Application Load Balancer. The instances run in an Amazon EC2 Auto Scaling group across multiple Availability Zones. What should the developer include in the CodeDeploy deployment package?
A. A launch template for the Amazon EC2 Auto Scaling group
B. A CodeDeploy AppSpec file
C. An EC2 role that grants the application access to AWS services
D. An IAM policy that grants the application access to AWS services
Q76: A company is working on a project to enhance its serverless application development process. The company hosts applications on AWS Lambda. The development team regularly updates the Lambda code and wants to use stable code in production. Which combination of steps should the development team take to configure Lambda functions to meet both development and production requirements? (Select TWO.)
A. Create a new Lambda version every time a new code release needs testing.
B. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to a production-ready unqualified Amazon Resource Name (ARN) version. Point the Development alias to the $LATEST version.
C. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to the production-ready qualified Amazon Resource Name (ARN) version. Point the Development alias to the variable LAMBDA_TASK_ROOT.
D. Create a new Lambda layer every time a new code release needs testing.
E. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to a production-ready Lambda layer Amazon Resource Name (ARN). Point the Development alias to the $LATEST layer ARN.
Q77: Each time a developer publishes a new version of an AWS Lambda function, all the dependent event source mappings need to be updated with the reference to the new version’s Amazon Resource Name (ARN). These updates are time consuming and error-prone. Which combination of actions should the developer take to avoid performing these updates when publishing a new Lambda version? (Select TWO.)
A. Update event source mappings with the ARN of the Lambda layer.
B. Point a Lambda alias to a new version of the Lambda function.
C. Create a Lambda alias for each published version of the Lambda function.
D. Point a Lambda alias to a new Lambda function alias.
E. Update the event source mappings with the Lambda alias ARN.
Q78: A company wants to store sensitive user data in Amazon S3 and encrypt this data at rest. The company must manage the encryption keys and use Amazon S3 to perform the encryption. How can a developer meet these requirements?
A. Enable default encryption for the S3 bucket by using the option for server-side encryption with customer-provided encryption keys (SSE-C).
B. Enable client-side encryption with an encryption key. Upload the encrypted object to the S3 bucket.
C. Enable server-side encryption with Amazon S3 managed encryption keys (SSE-S3). Upload an object to the S3 bucket.
D. Enable server-side encryption with customer-provided encryption keys (SSE-C). Upload an object to the S3 bucket.
Q79: A company is developing a Python application that submits data to an Amazon DynamoDB table. The company requires client-side encryption of specific data items and end-to-end protection for the encrypted data in transit and at rest. Which combination of steps will meet the requirement for the encryption of specific data items? (Select TWO.)
A. Generate symmetric encryption keys with AWS Key Management Service (AWS KMS).
B. Generate asymmetric encryption keys with AWS Key Management Service (AWS KMS).
C. Use generated keys with the DynamoDB Encryption Client.
D. Use generated keys to configure DynamoDB table encryption with AWS managed customer master keys (CMKs).
E. Use generated keys to configure DynamoDB table encryption with AWS owned customer master keys (CMKs).
Q80: A company is developing a REST API with Amazon API Gateway. Access to the API should be limited to users in the existing Amazon Cognito user pool. Which combination of steps should a developer perform to secure the API? (Select TWO.)
A. Create an AWS Lambda authorizer for the API.
B. Create an Amazon Cognito authorizer for the API.
C. Configure the authorizer for the API resource.
D. Configure the API methods to use the authorizer.
E. Configure the authorizer for the API stage.
Q81: A developer is implementing a mobile app to provide personalized services to app users. The application code makes calls to Amazon S3 and Amazon Simple Queue Service (Amazon SQS). Which options can the developer use to authenticate the app users? (Select TWO.)
A. Authenticate to the Amazon Cognito identity pool directly.
B. Authenticate to AWS Identity and Access Management (IAM) directly.
C. Authenticate to the Amazon Cognito user pool directly.
D. Federate authentication by using Login with Amazon with the users managed with AWS Security Token Service (AWS STS).
E. Federate authentication by using Login with Amazon with the users managed with the Amazon Cognito user pool.
Q82: A company is implementing several order processing workflows. Each workflow is implemented by using AWS Lambda functions for each task. Which combination of steps should a developer follow to implement these workflows? (Select TWO.)
A. Define a AWS Step Functions task for each Lambda function.
B. Define a AWS Step Functions task for each workflow.
C. Write code that polls the AWS Step Functions invocation to coordinate each workflow.
D. Define an AWS Step Functions state machine for each workflow.
E. Define an AWS Step Functions state machine for each Lambda function.
Q83: A company is migrating a web service to the AWS Cloud. The web service accepts requests by using HTTP (port 80). The company wants to use an AWS Lambda function to process HTTP requests. Which application design will satisfy these requirements?
A. Create an Amazon API Gateway API. Configure proxy integration with the Lambda function.
B. Create an Amazon API Gateway API. Configure non-proxy integration with the Lambda function.
C. Configure the Lambda function to listen to inbound network connections on port 80.
D. Configure the Lambda function as a target in the Application Load Balancer target group.
Q84: A company is developing an image processing application. When an image is uploaded to an Amazon S3 bucket, a number of independent and separate services must be invoked to process the image. The services do not have to be available immediately, but they must process every image. Which application design satisfies these requirements?
A. Configure an Amazon S3 event notification that publishes to an Amazon Simple Queue Service (Amazon SQS) queue. Each service pulls the message from the same queue.
B. Configure an Amazon S3 event notification that publishes to an Amazon Simple Notification Service (Amazon SNS) topic. Each service subscribes to the same topic.
C. Configure an Amazon S3 event notification that publishes to an Amazon Simple Queue Service (Amazon SQS) queue. Subscribe a separate Amazon Simple Notification Service (Amazon SNS) topic for each service to an Amazon SQS queue.
D. Configure an Amazon S3 event notification that publishes to an Amazon Simple Notification Service (Amazon SNS) topic. Subscribe a separate Simple Queue Service (Amazon SQS) queue for each service to the Amazon SNS topic.
Q85: A developer wants to implement Amazon EC2 Auto Scaling for a Multi-AZ web application. However, the developer is concerned that user sessions will be lost during scale-in events. How can the developer store the session state and share it across the EC2 instances?
A. Write the sessions to an Amazon Kinesis data stream. Configure the application to poll the stream.
B. Publish the sessions to an Amazon Simple Notification Service (Amazon SNS) topic. Subscribe each instance in the group to the topic.
C. Store the sessions in an Amazon ElastiCache for Memcached cluster. Configure the application to use the Memcached API.
D. Write the sessions to an Amazon Elastic Block Store (Amazon EBS) volume. Mount the volume to each instance in the group.
Q86: A developer is integrating a legacy web application that runs on a fleet of Amazon EC2 instances with an Amazon DynamoDB table. There is no AWS SDK for the programming language that was used to implement the web application. Which combination of steps should the developer perform to make an API call to Amazon DynamoDB from the instances? (Select TWO.)
A. Make an HTTPS POST request to the DynamoDB API endpoint for the AWS Region. In the request body, include an XML document that contains the request attributes.
B. Make an HTTPS POST request to the DynamoDB API endpoint for the AWS Region. In the request body, include a JSON document that contains the request attributes.
C. Sign the requests by using AWS access keys and Signature Version 4.
D. Use an EC2 SSH key to calculate Signature Version 4 of the request.
E. Provide the signature value through the HTTP X-API-Key header.
Q87: A developer has written several custom applications that read and write to the same Amazon DynamoDB table. Each time the data in the DynamoDB table is modified, this change should be sent to an external API. Which combination of steps should the developer perform to accomplish this task? (Select TWO.)
A. Configure an AWS Lambda function to poll the stream and call the external API.
B. Configure an event in Amazon EventBridge (Amazon CloudWatch Events) that publishes the change to an Amazon Managed Streaming for Apache Kafka (Amazon MSK) data stream.
C. Create a trigger in the DynamoDB table to publish the change to an Amazon Kinesis data stream.
D. Deliver the stream to an Amazon Simple Notification Service (Amazon SNS) topic and subscribe the API to the topic.
E. Enable DynamoDB Streams on the table.
Q88: A company is migrating the create, read, update, and delete (CRUD) functionality of an existing Java web application to AWS Lambda. Which minimal code refactoring is necessary for the CRUD operations to run in the Lambda function?
A. Implement a Lambda handler function.
B. Import an AWS X-Ray package.
C. Rewrite the application code in Python.
D. Add a reference to the Lambda execution role.
Q89: A company plans to use AWS log monitoring services to monitor an application that runs on premises. Currently, the application runs on a recent version of Ubuntu Server and outputs the logs to a local file. Which combination of steps should a developer perform to accomplish this goal? (Select TWO.)
A. Update the application code to include calls to the agent API for log collection.
B. Install the Amazon Elastic Container Service (Amazon ECS) container agent on the server.
C. Install the unified Amazon CloudWatch agent on the server.
D. Configure the long-term AWS credentials on the server to enable log collection by the agent.
E. Attach an IAM role to the server to enable log collection by the agent.
Q90: A developer wants to monitor invocations of an AWS Lambda function by using Amazon CloudWatch Logs. The developer added a number of print statements to the function code that write the logging information to the stdout stream. After running the function, the developer does not see any log data being generated. Why does the log data NOT appear in the CloudWatch logs?
A. The log data is not written to the stderr stream.
B. Lambda function logging is not automatically enabled.
C. The execution role for the Lambda function did not grant permissions to write log data to CloudWatch Logs.
D. The Lambda function outputs the logs to an Amazon S3 bucket.
Q91: Which of the following are best practices you should implement into ongoing deployments of your application? (Select THREE.)
A. Use stage variables to manage secrets across environments
B. Create account-specific AWS SAM templates for each environment
C. Use an AutoPublish alias
D. Use traffic shifting with pre- and post-deployment hooks
E. Test throughout the pipeline
Q92: You are handing off maintenance of your new serverless application to an incoming team lead. Which recommendations would you make? (Select THREE.)
A. Keep up to date with the quotas and payload sizes for each AWS service you are using
B. Analyze production access patterns to identify potential improvements
C. Design your services to extend their life as long as possible
D. Minimize changes to your production application
E. Compare the value of using the latest first-class integrations versus using Lambda between AWS services
Top
Q56: How can your prevent CloudFormation from deleting your entire stack on failure? (Choose 2)
- A. Set the Rollback on failure radio button to No in the CloudFormation console
- B. Set Termination Protection to Enabled in the CloudFormation console
- C. Use the –disable-rollback flag with the AWS CLI
- D. Use the –enable-termination-protection protection flag with the AWS CLI
Q57: Which of the following practices allows multiple developers working on the same application to merge code changes frequently, without impacting each other and enables the identification of bugs early on in the release process?
- A. Continuous Integration
- B. Continuous Deployment
- C. Continuous Delivery
- D. Continuous Development
Q58: When deploying application code to EC2, the AppSpec file can be written in which language?
- A. JSON
- B. JSON or YAML
- C. XML
- D. YAML
Q59: Part of your CloudFormation deployment fails due to a mis-configuration, by defaukt what will happen?
- A. CloudFormation will rollback only the failed components
- B. CloudFormation will rollback the entire stack
- C. Failed component will remain available for debugging purposes
- D. CloudFormation will ask you if you want to continue with the deployment
Top
Q60: You want to receive an email whenever a user pushes code to CodeCommit repository, how can you configure this?
- A. Create a new SNS topic and configure it to poll for CodeCommit eveents. Ask all users to subscribe to the topic to receive notifications
- B. Configure a CloudWatch Events rule to send a message to SES which will trigger an email to be sent whenever a user pushes code to the repository.
- C. Configure Notifications in the console, this will create a CloudWatch events rule to send a notification to a SNS topic which will trigger an email to be sent to the user.
- D. Configure a CloudWatch Events rule to send a message to SQS which will trigger an email to be sent whenever a user pushes code to the repository.
Top
Q61: Which AWS service can be used to centrally store and version control your application source code, binaries and libraries
- A. CodeCommit
- B. CodeBuild
- C. CodePipeline
- D. ElasticFileSystem
Top
Q62: You are using CloudFormation to create a new S3 bucket, which of the following sections would you use to define the properties of your bucket?
- A. Conditions
- B. Parameters
- C. Outputs
- D. Resources
Top
Q63: You are deploying a number of EC2 and RDS instances using CloudFormation. Which section of the CloudFormation template would you use to define these?
- A. Transforms
- B. Outputs
- C. Resources
- D. Instances
Top
Q64: Which AWS service can be used to fully automate your entire release process?
- A. CodeDeploy
- B. CodePipeline
- C. CodeCommit
- D. CodeBuild
Top
Q65: You want to use the output of your CloudFormation stack as input to another CloudFormation stack. Which sections of the CloudFormation template would you use to help you configure this?
- A. Outputs
- B. Transforms
- C. Resources
- D. Exports
Top
Q66: You have some code located in an S3 bucket that you want to reference in your CloudFormation template. Which section of the template can you use to define this?
- A. Inputs
- B. Resources
- C. Transforms
- D. Files
Top
Q67: You are deploying an application to a number of Ec2 instances using CodeDeploy. What is the name of the file
used to specify source files and lifecycle hooks?
- A. buildspec.yml
- B. appspec.json
- C. appspec.yml
- D. buildspec.json
Q68: Which of the following approaches allows you to re-use pieces of CloudFormation code in multiple templates, for common use cases like provisioning a load balancer or web server?
- A. Share the code using an EBS volume
- B. Copy and paste the code into the template each time you need to use it
- C. Use a cloudformation nested stack
- D. Store the code you want to re-use in an AMI and reference the AMI from within your CloudFormation template.
Q69: In the CodeDeploy AppSpec file, what are hooks used for?
- A. To reference AWS resources that will be used during the deployment
- B. Hooks are reserved for future use
- C. To specify files you want to copy during the deployment.
- D. To specify, scripts or function that you want to run at set points in the deployment lifecycle
Q70: Which command can you use to encrypt a plain text file using CMK?
- A. aws kms-encrypt
- B. aws iam encrypt
- C. aws kms encrypt
- D. aws encrypt
Q72: Which of the following is an encrypted key used by KMS to encrypt your data
- A. Custmoer Mamaged Key
- B. Encryption Key
- C. Envelope Key
- D. Customer Master Key
Q73: Which of the following statements are correct? (Choose 2)
- A. The Customer Master Key is used to encrypt and decrypt the Envelope Key or Data Key
- B. The Envelope Key or Data Key is used to encrypt and decrypt plain text files.
- C. The envelope Key or Data Key is used to encrypt and decrypt the Customer Master Key.
- D. The Customer MasterKey is used to encrypt and decrypt plain text files.
Q74: Which of the following statements is correct in relation to kMS/ (Choose 2)
- A. KMS Encryption keys are regional
- B. You cannot export your customer master key
- C. You can export your customer master key.
- D. KMS encryption Keys are global
Q75: A developer is preparing a deployment package for a Java implementation of an AWS Lambda function. What should the developer include in the deployment package? (Select TWO.)
A. Compiled application code
B. Java runtime environment
C. References to the event sources
D. Lambda execution role
E. Application dependencies
Q76: A developer uses AWS CodeDeploy to deploy a Python application to a fleet of Amazon EC2 instances that run behind an Application Load Balancer. The instances run in an Amazon EC2 Auto Scaling group across multiple Availability Zones. What should the developer include in the CodeDeploy deployment package?
A. A launch template for the Amazon EC2 Auto Scaling group
B. A CodeDeploy AppSpec file
C. An EC2 role that grants the application access to AWS services
D. An IAM policy that grants the application access to AWS services
Q76: A company is working on a project to enhance its serverless application development process. The company hosts applications on AWS Lambda. The development team regularly updates the Lambda code and wants to use stable code in production. Which combination of steps should the development team take to configure Lambda functions to meet both development and production requirements? (Select TWO.)
A. Create a new Lambda version every time a new code release needs testing.
B. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to a production-ready unqualified Amazon Resource Name (ARN) version. Point the Development alias to the $LATEST version.
C. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to the production-ready qualified Amazon Resource Name (ARN) version. Point the Development alias to the variable LAMBDA_TASK_ROOT.
D. Create a new Lambda layer every time a new code release needs testing.
E. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to a production-ready Lambda layer Amazon Resource Name (ARN). Point the Development alias to the $LATEST layer ARN.
Q77: Each time a developer publishes a new version of an AWS Lambda function, all the dependent event source mappings need to be updated with the reference to the new version’s Amazon Resource Name (ARN). These updates are time consuming and error-prone. Which combination of actions should the developer take to avoid performing these updates when publishing a new Lambda version? (Select TWO.)
A. Update event source mappings with the ARN of the Lambda layer.
B. Point a Lambda alias to a new version of the Lambda function.
C. Create a Lambda alias for each published version of the Lambda function.
D. Point a Lambda alias to a new Lambda function alias.
E. Update the event source mappings with the Lambda alias ARN.
Q78: A company wants to store sensitive user data in Amazon S3 and encrypt this data at rest. The company must manage the encryption keys and use Amazon S3 to perform the encryption. How can a developer meet these requirements?
A. Enable default encryption for the S3 bucket by using the option for server-side encryption with customer-provided encryption keys (SSE-C).
B. Enable client-side encryption with an encryption key. Upload the encrypted object to the S3 bucket.
C. Enable server-side encryption with Amazon S3 managed encryption keys (SSE-S3). Upload an object to the S3 bucket.
D. Enable server-side encryption with customer-provided encryption keys (SSE-C). Upload an object to the S3 bucket.
Q79: A company is developing a Python application that submits data to an Amazon DynamoDB table. The company requires client-side encryption of specific data items and end-to-end protection for the encrypted data in transit and at rest. Which combination of steps will meet the requirement for the encryption of specific data items? (Select TWO.)
A. Generate symmetric encryption keys with AWS Key Management Service (AWS KMS).
B. Generate asymmetric encryption keys with AWS Key Management Service (AWS KMS).
C. Use generated keys with the DynamoDB Encryption Client.
D. Use generated keys to configure DynamoDB table encryption with AWS managed customer master keys (CMKs).
E. Use generated keys to configure DynamoDB table encryption with AWS owned customer master keys (CMKs).
Q80: A company is developing a REST API with Amazon API Gateway. Access to the API should be limited to users in the existing Amazon Cognito user pool. Which combination of steps should a developer perform to secure the API? (Select TWO.)
A. Create an AWS Lambda authorizer for the API.
B. Create an Amazon Cognito authorizer for the API.
C. Configure the authorizer for the API resource.
D. Configure the API methods to use the authorizer.
E. Configure the authorizer for the API stage.
Q81: A developer is implementing a mobile app to provide personalized services to app users. The application code makes calls to Amazon S3 and Amazon Simple Queue Service (Amazon SQS). Which options can the developer use to authenticate the app users? (Select TWO.)
A. Authenticate to the Amazon Cognito identity pool directly.
B. Authenticate to AWS Identity and Access Management (IAM) directly.
C. Authenticate to the Amazon Cognito user pool directly.
D. Federate authentication by using Login with Amazon with the users managed with AWS Security Token Service (AWS STS).
E. Federate authentication by using Login with Amazon with the users managed with the Amazon Cognito user pool.
Question: A company is implementing several order processing workflows. Each workflow is implemented by using AWS Lambda functions for each task. Which combination of steps should a developer follow to implement these workflows? (Select TWO.)
A. Define a AWS Step Functions task for each Lambda function.
B. Define a AWS Step Functions task for each workflow.
C. Write code that polls the AWS Step Functions invocation to coordinate each workflow.
D. Define an AWS Step Functions state machine for each workflow.
E. Define an AWS Step Functions state machine for each Lambda function.
Answer: A. D.
Notes: Step Functions is based on state machines and tasks. A state machine is a workflow. Tasks perform work by coordinating with other AWS services, such as Lambda. A state machine is a workflow. It can be used to express a workflow as a number of states, their relationships, and their input and output. You can coordinate individual tasks with Step Functions by expressing your workflow as a finite state machine, written in the Amazon States Language.
ReferenceText: Getting Started with AWS Step Functions.
ReferenceUrl: https://aws.amazon.com/step-functions/getting-started/
Category: Development
Welcome to AWS Certified Developer Associate Exam Preparation: Definition and Objectives, Top 100 Questions and Answers dump, White papers, Courses, Labs and Training Materials, Exam info and details, References, Jobs, Others AWS Certificates

What is the AWS Certified Developer Associate Exam?
This AWS Certified Developer-Associate Examination is intended for individuals who perform a Developer role. It validates an examinee’s ability to:
- Demonstrate an understanding of core AWS services, uses, and basic AWS architecture best practices
- Demonstrate proficiency in developing, deploying, and debugging cloud-based applications by using AWS
Recommended general IT knowledge
The target candidate should have the following:
– In-depth knowledge of at least one high-level programming language
– Understanding of application lifecycle management
– The ability to write code for serverless applications
– Understanding of the use of containers in the development process
Recommended AWS knowledge
The target candidate should be able to do the following:
- Use the AWS service APIs, CLI, and software development kits (SDKs) to write applications
- Identify key features of AWS services
- Understand the AWS shared responsibility model
- Use a continuous integration and continuous delivery (CI/CD) pipeline to deploy applications on AWS
- Use and interact with AWS services
- Apply basic understanding of cloud-native applications to write code
- Write code by using AWS security best practices (for example, use IAM roles instead of secret and access keys in the code)
- Author, maintain, and debug code modules on AWS
What is considered out of scope for the target candidate?
The following is a non-exhaustive list of related job tasks that the target candidate is not expected to be able to perform. These items are considered out of scope for the exam:
– Design architectures (for example, distributed system, microservices)
– Design and implement CI/CD pipelines
- Administer IAM users and groups
- Administer Amazon Elastic Container Service (Amazon ECS)
- Design AWS networking infrastructure (for example, Amazon VPC, AWS Direct Connect)
- Understand compliance and licensing
Exam content
Response types
There are two types of questions on the exam:
– Multiple choice: Has one correct response and three incorrect responses (distractors)
– Multiple response: Has two or more correct responses out of five or more response options
Select one or more responses that best complete the statement or answer the question. Distractors, or incorrect answers, are response options that a candidate with incomplete knowledge or skill might choose.
Distractors are generally plausible responses that match the content area.
Unanswered questions are scored as incorrect; there is no penalty for guessing. The exam includes 50 questions that will affect your score.
Unscored content
The exam includes 15 unscored questions that do not affect your score. AWS collects information about candidate performance on these unscored questions to evaluate these questions for future use as scored questions. These unscored questions are not identified on the exam.
Exam results
The AWS Certified Developer – Associate (DVA-C01) exam is a pass or fail exam. The exam is scored against a minimum standard established by AWS professionals who follow certification industry best practices and guidelines.
Your results for the exam are reported as a scaled score of 100–1,000. The minimum passing score is 720.
Your score shows how you performed on the exam as a whole and whether you passed. Scaled scoring models help equate scores across multiple exam forms that might have slightly different difficulty levels.
Your score report could contain a table of classifications of your performance at each section level. This information is intended to provide general feedback about your exam performance. The exam uses a compensatory scoring model, which means that you do not need to achieve a passing score in each section. You need to pass only the overall exam.
Each section of the exam has a specific weighting, so some sections have more questions than other sections have. The table contains general information that highlights your strengths and weaknesses. Use caution when interpreting section-level feedback.
Content outline
This exam guide includes weightings, test domains, and objectives for the exam. It is not a comprehensive listing of the content on the exam. However, additional context for each of the objectives is available to help guide your preparation for the exam. The following table lists the main content domains and their weightings. The table precedes the complete exam content outline, which includes the additional context.
The percentage in each domain represents only scored content.
Domain 1: Deployment 22%
Domain 2: Security 26%
Domain 3: Development with AWS Services 30%
Domain 4: Refactoring 10%
Domain 5: Monitoring and Troubleshooting 12%
Domain 1: Deployment
1.1 Deploy written code in AWS using existing CI/CD pipelines, processes, and patterns.
– Commit code to a repository and invoke build, test and/or deployment actions
– Use labels and branches for version and release management
– Use AWS CodePipeline to orchestrate workflows against different environments
– Apply AWS CodeCommit, AWS CodeBuild, AWS CodePipeline, AWS CodeStar, and AWS
CodeDeploy for CI/CD purposes
– Perform a roll back plan based on application deployment policy
1.2 Deploy applications using AWS Elastic Beanstalk.
– Utilize existing supported environments to define a new application stack
– Package the application
– Introduce a new application version into the Elastic Beanstalk environment
– Utilize a deployment policy to deploy an application version (i.e., all at once, rolling, rolling with batch, immutable)
– Validate application health using Elastic Beanstalk dashboard
– Use Amazon CloudWatch Logs to instrument application logging
1.3 Prepare the application deployment package to be deployed to AWS.
– Manage the dependencies of the code module (like environment variables, config files and static image files) within the package
– Outline the package/container directory structure and organize files appropriately
– Translate application resource requirements to AWS infrastructure parameters (e.g., memory, cores)
1.4 Deploy serverless applications.
– Given a use case, implement and launch an AWS Serverless Application Model (AWS SAM) template
– Manage environments in individual AWS services (e.g., Differentiate between Development, Test, and Production in Amazon API Gateway)
Domain 2: Security
2.1 Make authenticated calls to AWS services.
– Communicate required policy based on least privileges required by application.
– Assume an IAM role to access a service
– Use the software development kit (SDK) credential provider on-premises or in the cloud to access AWS services (local credentials vs. instance roles)
2.2 Implement encryption using AWS services.
– Encrypt data at rest (client side; server side; envelope encryption) using AWS services
– Encrypt data in transit
2.3 Implement application authentication and authorization.
– Add user sign-up and sign-in functionality for applications with Amazon Cognito identity or user pools
– Use Amazon Cognito-provided credentials to write code that access AWS services.
– Use Amazon Cognito sync to synchronize user profiles and data
– Use developer-authenticated identities to interact between end user devices, backend
authentication, and Amazon Cognito
Domain 3: Development with AWS Services
3.1 Write code for serverless applications.
– Compare and contrast server-based vs. serverless model (e.g., micro services, stateless nature of serverless applications, scaling serverless applications, and decoupling layers of serverless applications)
– Configure AWS Lambda functions by defining environment variables and parameters (e.g., memory, time out, runtime, handler)
– Create an API endpoint using Amazon API Gateway
– Create and test appropriate API actions like GET, POST using the API endpoint
– Apply Amazon DynamoDB concepts (e.g., tables, items, and attributes)
– Compute read/write capacity units for Amazon DynamoDB based on application requirements
– Associate an AWS Lambda function with an AWS event source (e.g., Amazon API Gateway, Amazon CloudWatch event, Amazon S3 events, Amazon Kinesis)
– Invoke an AWS Lambda function synchronously and asynchronously
3.2 Translate functional requirements into application design.
– Determine real-time vs. batch processing for a given use case
– Determine use of synchronous vs. asynchronous for a given use case
– Determine use of event vs. schedule/poll for a given use case
– Account for tradeoffs for consistency models in an application design
Domain 4: Refactoring
4.1 Optimize applications to best use AWS services and features.
Implement AWS caching services to optimize performance (e.g., Amazon ElastiCache, Amazon API Gateway cache)
Apply an Amazon S3 naming scheme for optimal read performance
4.2 Migrate existing application code to run on AWS.
– Isolate dependencies
– Run the application as one or more stateless processes
– Develop in order to enable horizontal scalability
– Externalize state
Domain 5: Monitoring and Troubleshooting
5.1 Write code that can be monitored.
– Create custom Amazon CloudWatch metrics
– Perform logging in a manner available to systems operators
– Instrument application source code to enable tracing in AWS X-Ray
5.2 Perform root cause analysis on faults found in testing or production.
– Interpret the outputs from the logging mechanism in AWS to identify errors in logs
– Check build and testing history in AWS services (e.g., AWS CodeBuild, AWS CodeDeploy, AWS CodePipeline) to identify issues
– Utilize AWS services (e.g., Amazon CloudWatch, VPC Flow Logs, and AWS X-Ray) to locate a specific faulty component
Which key tools, technologies, and concepts might be covered on the exam?
The following is a non-exhaustive list of the tools and technologies that could appear on the exam.
This list is subject to change and is provided to help you understand the general scope of services, features, or technologies on the exam.
The general tools and technologies in this list appear in no particular order.
AWS services are grouped according to their primary functions. While some of these technologies will likely be covered more than others on the exam, the order and placement of them in this list is no indication of relative weight or importance:
– Analytics
– Application Integration
– Containers
– Cost and Capacity Management
– Data Movement
– Developer Tools
– Instances (virtual machines)
– Management and Governance
– Networking and Content Delivery
– Security
– Serverless
AWS services and features
Analytics:
– Amazon Elasticsearch Service (Amazon ES)
– Amazon Kinesis
Application Integration:
– Amazon EventBridge (Amazon CloudWatch Events)
– Amazon Simple Notification Service (Amazon SNS)
– Amazon Simple Queue Service (Amazon SQS)
– AWS Step Functions
Compute:
– Amazon EC2
– AWS Elastic Beanstalk
– AWS Lambda
Containers:
– Amazon Elastic Container Registry (Amazon ECR)
– Amazon Elastic Container Service (Amazon ECS)
– Amazon Elastic Kubernetes Services (Amazon EKS)
Database:
– Amazon DynamoDB
– Amazon ElastiCache
– Amazon RDS
Developer Tools:
– AWS CodeArtifact
– AWS CodeBuild
– AWS CodeCommit
– AWS CodeDeploy
– Amazon CodeGuru
– AWS CodePipeline
– AWS CodeStar
– AWS Fault Injection Simulator
– AWS X-Ray
Management and Governance:
– AWS CloudFormation
– Amazon CloudWatch
Networking and Content Delivery:
– Amazon API Gateway
– Amazon CloudFront
– Elastic Load Balancing
Security, Identity, and Compliance:
– Amazon Cognito
– AWS Identity and Access Management (IAM)
– AWS Key Management Service (AWS KMS)
Storage:
– Amazon S3
Out-of-scope AWS services and features
The following is a non-exhaustive list of AWS services and features that are not covered on the exam.
These services and features do not represent every AWS offering that is excluded from the exam content.
Services or features that are entirely unrelated to the target job roles for the exam are excluded from this list because they are assumed to be irrelevant.
Out-of-scope AWS services and features include the following:
– AWS Application Discovery Service
– Amazon AppStream 2.0
– Amazon Chime
– Amazon Connect
– AWS Database Migration Service (AWS DMS)
– AWS Device Farm
– Amazon Elastic Transcoder
– Amazon GameLift
– Amazon Lex
– Amazon Machine Learning (Amazon ML)
– AWS Managed Services
– Amazon Mobile Analytics
– Amazon Polly
– Amazon QuickSight
– Amazon Rekognition
– AWS Server Migration Service (AWS SMS)
– AWS Service Catalog
– AWS Shield Advanced
– AWS Shield Standard
– AWS Snow Family
– AWS Storage Gateway
– AWS WAF
– Amazon WorkMail
– Amazon WorkSpaces
To succeed with the real exam, do not memorize the answers below. It is very important that you understand why a question is right or wrong and the concepts behind it by carefully reading the reference documents in the answers.
AWS Certified Developer – Associate Practice Questions And Answers Dump
Q0: Your application reads commands from an SQS queue and sends them to web services hosted by your
partners. When a partner’s endpoint goes down, your application continually returns their commands to the queue. The repeated attempts to deliver these commands use up resources. Commands that can’t be delivered must not be lost.
How can you accommodate the partners’ broken web services without wasting your resources?
- A. Create a delay queue and set DelaySeconds to 30 seconds
- B. Requeue the message with a VisibilityTimeout of 30 seconds.
- C. Create a dead letter queue and set the Maximum Receives to 3.
- D. Requeue the message with a DelaySeconds of 30 seconds.
Top
Q1: A developer is writing an application that will store data in a DynamoDB table. The ratio of reads operations to write operations will be 1000 to 1, with the same data being accessed frequently.
What should the Developer enable on the DynamoDB table to optimize performance and minimize costs?
- A. Amazon DynamoDB auto scaling
- B. Amazon DynamoDB cross-region replication
- C. Amazon DynamoDB Streams
- D. Amazon DynamoDB Accelerator
Top
Q2: You are creating a DynamoDB table with the following attributes:
- PurchaseOrderNumber (partition key)
- CustomerID
- PurchaseDate
- TotalPurchaseValue
One of your applications must retrieve items from the table to calculate the total value of purchases for a
particular customer over a date range. What secondary index do you need to add to the table?
- A. Local secondary index with a partition key of CustomerID and sort key of PurchaseDate; project the
TotalPurchaseValue attribute - B. Local secondary index with a partition key of PurchaseDate and sort key of CustomerID; project the
TotalPurchaseValue attribute - C. Global secondary index with a partition key of CustomerID and sort key of PurchaseDate; project the
TotalPurchaseValue attribute - D. Global secondary index with a partition key of PurchaseDate and sort key of CustomerID; project the
TotalPurchaseValue attribute
Top
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Q3: When referencing the remaining time left for a Lambda function to run within the function’s code you would use:
- A. The event object
- B. The timeLeft object
- C. The remains object
- D. The context object
Top
Q4: What two arguments does a Python Lambda handler function require?
- A. invocation, zone
- B. event, zone
- C. invocation, context
- D. event, context
Q5: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only via SFTP
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
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Q6: A Lambda deployment package contains:
- A. Function code, libraries, and runtime binaries
- B. Only function code
- C. Function code and libraries not included within the runtime
- D. Only libraries not included within the runtime
Q7: You are attempting to SSH into an EC2 instance that is located in a public subnet. However, you are currently receiving a timeout error trying to connect. What could be a possible cause of this connection issue?
- A. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic, but does not have an outbound rule that allows SSH traffic.
- B. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic AND has an outbound rule that explicitly denies SSH traffic.
- C. The security group associated with the EC2 instance has an inbound rule that allows SSH traffic AND the associated NACL has both an inbound and outbound rule that allows SSH traffic.
- D. The security group associated with the EC2 instance does not have an inbound rule that allows SSH traffic AND the associated NACL does not have an outbound rule that allows SSH traffic.
Top
Q8: You have instances inside private subnets and a properly configured bastion host instance in a public subnet. None of the instances in the private subnets have a public or Elastic IP address. How can you connect an instance in the private subnet to the open internet to download system updates?
- A. Create and assign EIP to each instance
- B. Create and attach a second IGW to the VPC.
- C. Create and utilize a NAT Gateway
- D. Connect to a VPN
Top
Q9: What feature of VPC networking should you utilize if you want to create “elasticity” in your application’s architecture?
- A. Security Groups
- B. Route Tables
- C. Elastic Load Balancer
- D. Auto Scaling
Top
Q10: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only from a directly uploaded zip file
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Q11: You’re writing a script with an AWS SDK that uses the AWS API Actions and want to create AMIs for non-EBS backed AMIs for you. Which API call should occurs in the final process of creating an AMI?
- A. RegisterImage
- B. CreateImage
- C. ami-register-image
- D. ami-create-image
Q12: When dealing with session state in EC2-based applications using Elastic load balancers which option is generally thought of as the best practice for managing user sessions?
- A. Having the ELB distribute traffic to all EC2 instances and then having the instance check a caching solution like ElastiCache running Redis or Memcached for session information
- B. Permenantly assigning users to specific instances and always routing their traffic to those instances
- C. Using Application-generated cookies to tie a user session to a particular instance for the cookie duration
- D. Using Elastic Load Balancer generated cookies to tie a user session to a particular instance
Q13: Which API call would best be used to describe an Amazon Machine Image?
- A. ami-describe-image
- B. ami-describe-images
- C. DescribeImage
- D. DescribeImages
Q14: What is one key difference between an Amazon EBS-backed and an instance-store backed instance?
- A. Autoscaling requires using Amazon EBS-backed instances
- B. Virtual Private Cloud requires EBS backed instances
- C. Amazon EBS-backed instances can be stopped and restarted without losing data
- D. Instance-store backed instances can be stopped and restarted without losing data
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Q15: After having created a new Linux instance on Amazon EC2, and downloaded the .pem file (called Toto.pem) you try and SSH into your IP address (54.1.132.33) using the following command.
ssh -i my_key.pem ec2-user@52.2.222.22
However you receive the following error.
@@@@@@@@ WARNING: UNPROTECTED PRIVATE KEY FILE! @ @@@@@@@@@@@@@@@@@@@
What is the most probable reason for this and how can you fix it?
- A. You do not have root access on your terminal and need to use the sudo option for this to work.
- B. You do not have enough permissions to perform the operation.
- C. Your key file is encrypted. You need to use the -u option for unencrypted not the -i option.
- D. Your key file must not be publicly viewable for SSH to work. You need to modify your .pem file to limit permissions.
Q16: You have an EBS root device on /dev/sda1 on one of your EC2 instances. You are having trouble with this particular instance and you need to either Stop/Start, Reboot or Terminate the instance but you do NOT want to lose any data that you have stored on /dev/sda1. However, you are unsure if changing the instance state in any of the aforementioned ways will cause you to lose data stored on the EBS volume. Which of the below statements best describes the effect each change of instance state would have on the data you have stored on /dev/sda1?
- A. Whether you stop/start, reboot or terminate the instance it does not matter because data on an EBS volume is not ephemeral and the data will not be lost regardless of what method is used.
- B. If you stop/start the instance the data will not be lost. However if you either terminate or reboot the instance the data will be lost.
- C. Whether you stop/start, reboot or terminate the instance it does not matter because data on an EBS volume is ephemeral and it will be lost no matter what method is used.
- D. The data will be lost if you terminate the instance, however the data will remain on /dev/sda1 if you reboot or stop/start the instance because data on an EBS volume is not ephemeral.
Q17: EC2 instances are launched from Amazon Machine Images (AMIs). A given public AMI:
- A. Can only be used to launch EC2 instances in the same AWS availability zone as the AMI is stored
- B. Can only be used to launch EC2 instances in the same country as the AMI is stored
- C. Can only be used to launch EC2 instances in the same AWS region as the AMI is stored
- D. Can be used to launch EC2 instances in any AWS region
Q18: Which of the following statements is true about the Elastic File System (EFS)?
- A. EFS can scale out to meet capacity requirements and scale back down when no longer needed
- B. EFS can be used by multiple EC2 instances simultaneously
- C. EFS cannot be used by an instance using EBS
- D. EFS can be configured on an instance before launch just like an IAM role or EBS volumes
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Q19: IAM Policies, at a minimum, contain what elements?
- A. ID
- B. Effects
- C. Resources
- D. Sid
- E. Principle
- F. Actions
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Q20: What are the main benefits of IAM groups?
- A. The ability to create custom permission policies.
- B. Assigning IAM permission policies to more than one user at a time.
- C. Easier user/policy management.
- D. Allowing EC2 instances to gain access to S3.
Q21: What are benefits of using AWS STS?
- A. Grant access to AWS resources without having to create an IAM identity for them
- B. Since credentials are temporary, you don’t have to rotate or revoke them
- C. Temporary security credentials can be extended indefinitely
- D. Temporary security credentials can be restricted to a specific region
Q22: What should the Developer enable on the DynamoDB table to optimize performance and minimize costs?
- A. Amazon DynamoDB auto scaling
- B. Amazon DynamoDB cross-region replication
- C. Amazon DynamoDB Streams
- D. Amazon DynamoDB Accelerator
Top
Q23: A Developer has been asked to create an AWS Elastic Beanstalk environment for a production web application which needs to handle thousands of requests. Currently the dev environment is running on a t1 micro instance. How can the Developer change the EC2 instance type to m4.large?
- A. Use CloudFormation to migrate the Amazon EC2 instance type of the environment from t1 micro to m4.large.
- B. Create a saved configuration file in Amazon S3 with the instance type as m4.large and use the same during environment creation.
- C. Change the instance type to m4.large in the configuration details page of the Create New Environment page.
- D. Change the instance type value for the environment to m4.large by using update autoscaling group CLI command.
Q24: What statements are true about Availability Zones (AZs) and Regions?
- A. There is only one AZ in each AWS Region
- B. AZs are geographically separated inside a region to help protect against natural disasters affecting more than one at a time.
- C. AZs can be moved between AWS Regions based on your needs
- D. There are (almost always) two or more AZs in each AWS Region
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Q25: An AWS Region contains:
- A. Edge Locations
- B. Data Centers
- C. AWS Services
- D. Availability Zones
Top
Q26: Which read request in DynamoDB returns a response with the most up-to-date data, reflecting the updates from all prior write operations that were successful?
- A. Eventual Consistent Reads
- B. Conditional reads for Consistency
- C. Strongly Consistent Reads
- D. Not possible
Top
Q27: You’ ve been asked to move an existing development environment on the AWS Cloud. This environment consists mainly of Docker based containers. You need to ensure that minimum effort is taken during the migration process. Which of the following step would you consider for this requirement?
- A. Create an Opswork stack and deploy the Docker containers
- B. Create an application and Environment for the Docker containers in the Elastic Beanstalk service
- C. Create an EC2 Instance. Install Docker and deploy the necessary containers.
- D. Create an EC2 Instance. Install Docker and deploy the necessary containers. Add an Autoscaling Group for scalability of the containers.
Top
Q28: You’ve written an application that uploads objects onto an S3 bucket. The size of the object varies between 200 – 500 MB. You’ve seen that the application sometimes takes a longer than expected time to upload the object. You want to improve the performance of the application. Which of the following would you consider?
- A. Create multiple threads and upload the objects in the multiple threads
- B. Write the items in batches for better performance
- C. Use the Multipart upload API
- D. Enable versioning on the Bucket
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Top
Q29: A security system monitors 600 cameras, saving image metadata every 1 minute to an Amazon DynamoDb table. Each sample involves 1kb of data, and the data writes are evenly distributed over time. How much write throughput is required for the target table?
- A. 6000
- B. 10
- C. 3600
- D. 600
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Q30: What two arguments does a Python Lambda handler function require?
- A. invocation, zone
- B. event, zone
- C. invocation, context
- D. event, context
Top
Q31: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only via SFTP
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Top
Q32: A Lambda deployment package contains:
- A. Function code, libraries, and runtime binaries
- B. Only function code
- C. Function code and libraries not included within the runtime
- D. Only libraries not included within the runtime
Top
Q33: You have instances inside private subnets and a properly configured bastion host instance in a public subnet. None of the instances in the private subnets have a public or Elastic IP address. How can you connect an instance in the private subnet to the open internet to download system updates?
- A. Create and assign EIP to each instance
- B. Create and attach a second IGW to the VPC.
- C. Create and utilize a NAT Gateway
- D. Connect to a VPN
Top
Q34: What feature of VPC networking should you utilize if you want to create “elasticity” in your application’s architecture?
- A. Security Groups
- B. Route Tables
- C. Elastic Load Balancer
- D. Auto Scaling
Top
Q30: Lambda allows you to upload code and dependencies for function packages:
- A. Only from a directly uploaded zip file
- B. Only from a directly uploaded zip file
- C. Only from a zip file in AWS S3
- D. From a zip file in AWS S3 or uploaded directly from elsewhere
Answer:
Top
Q31: An organization is using an Amazon ElastiCache cluster in front of their Amazon RDS instance. The organization would like the Developer to implement logic into the code so that the cluster only retrieves data from RDS when there is a cache miss. What strategy can the Developer implement to achieve this?
- A. Lazy loading
- B. Write-through
- C. Error retries
- D. Exponential backoff
Answer:
Top
Q32: A developer is writing an application that will run on Ec2 instances and read messages from SQS queue. The nessages will arrive every 15-60 seconds. How should the Developer efficiently query the queue for new messages?
- A. Use long polling
- B. Set a custom visibility timeout
- C. Use short polling
- D. Implement exponential backoff
Top
Q33: You are using AWS SAM to define a Lambda function and configure CodeDeploy to manage deployment patterns. With new Lambda function working as per expectation which of the following will shift traffic from original Lambda function to new Lambda function in the shortest time frame?
- A. Canary10Percent5Minutes
- B. Linear10PercentEvery10Minutes
- C. Canary10Percent15Minutes
- D. Linear10PercentEvery1Minute
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Q34: You are using AWS SAM templates to deploy a serverless application. Which of the following resource will embed application from Amazon S3 buckets?
- A. AWS::Serverless::Api
- B. AWS::Serverless::Application
- C. AWS::Serverless::Layerversion
- D. AWS::Serverless::Function
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Q35: You are using AWS Envelope Encryption for encrypting all sensitive data. Which of the followings is True with regards to Envelope Encryption?
- A. Data is encrypted be encrypting Data key which is further encrypted using encrypted Master Key.
- B. Data is encrypted by plaintext Data key which is further encrypted using encrypted Master Key.
- C. Data is encrypted by encrypted Data key which is further encrypted using plaintext Master Key.
- D. Data is encrypted by plaintext Data key which is further encrypted using plaintext Master Key.
Top
Q36: You are developing an application that will be comprised of the following architecture –
- A set of Ec2 instances to process the videos.
- These (Ec2 instances) will be spun up by an autoscaling group.
- SQS Queues to maintain the processing messages.
- There will be 2 pricing tiers.
How will you ensure that the premium customers videos are given more preference?
- A. Create 2 Autoscaling Groups, one for normal and one for premium customers
- B. Create 2 set of Ec2 Instances, one for normal and one for premium customers
- C. Create 2 SQS queus, one for normal and one for premium customers
- D. Create 2 Elastic Load Balancers, one for normal and one for premium customers.
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Q37: You are developing an application that will interact with a DynamoDB table. The table is going to take in a lot of read and write operations. Which of the following would be the ideal partition key for the DynamoDB table to ensure ideal performance?
- A. CustomerID
- B. CustomerName
- C. Location
- D. Age
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Q38: A developer is making use of AWS services to develop an application. He has been asked to develop the application in a manner to compensate any network delays. Which of the following two mechanisms should he implement in the application?
- A. Multiple SQS queues
- B. Exponential backoff algorithm
- C. Retries in your application code
- D. Consider using the Java sdk.
Top
Q39: An application is being developed that is going to write data to a DynamoDB table. You have to setup the read and write throughput for the table. Data is going to be read at the rate of 300 items every 30 seconds. Each item is of size 6KB. The reads can be eventual consistent reads. What should be the read capacity that needs to be set on the table?
- A. 10
- B. 20
- C. 6
- D. 30
Top
Q40: You are in charge of deploying an application that will be hosted on an EC2 Instance and sit behind an Elastic Load balancer. You have been requested to monitor the incoming connections to the Elastic Load Balancer. Which of the below options can suffice this requirement?
- A. Use AWS CloudTrail with your load balancer
- B. Enable access logs on the load balancer
- C. Use a CloudWatch Logs Agent
- D. Create a custom metric CloudWatch lter on your load balancer
Top
Q41: A static web site has been hosted on a bucket and is now being accessed by users. One of the web pages javascript section has been changed to access data which is hosted in another S3 bucket. Now that same web page is no longer loading in the browser. Which of the following can help alleviate the error?
- A. Enable versioning for the underlying S3 bucket.
- B. Enable Replication so that the objects get replicated to the other bucket
- C. Enable CORS for the bucket
- D. Change the Bucket policy for the bucket to allow access from the other bucket
Top
Q42: Your mobile application includes a photo-sharing service that is expecting tens of thousands of users at launch. You will leverage Amazon Simple Storage Service (S3) for storage of the user Images, and you must decide how to authenticate and authorize your users for access to these images. You also need to manage the storage of these images. Which two of the following approaches should you use? Choose two answers from the options below
- A. Create an Amazon S3 bucket per user, and use your application to generate the S3 URL for the appropriate content.
- B. Use AWS Identity and Access Management (IAM) user accounts as your application-level user database, and offload the burden of authentication from your application code.
- C. Authenticate your users at the application level, and use AWS Security Token Service (STS)to grant token-based authorization to S3 objects.
- D. Authenticate your users at the application level, and send an SMS token message to the user. Create an Amazon S3 bucket with the same name as the SMS message token, and move the user’s objects to that bucket.
Top
Q43: Your current log analysis application takes more than four hours to generate a report of the top 10 users of your web application. You have been asked to implement a system that can report this information in real time, ensure that the report is always up to date, and handle increases in the number of requests to your web application. Choose the option that is cost-effective and can fulfill the requirements.
- A. Publish your data to CloudWatch Logs, and congure your application to Autoscale to handle the load on demand.
- B. Publish your log data to an Amazon S3 bucket. Use AWS CloudFormation to create an Auto Scaling group to scale your post-processing application which is congured to pull down your log les stored an Amazon S3
- C. Post your log data to an Amazon Kinesis data stream, and subscribe your log-processing application so that is congured to process your logging data.
- D. Create a multi-AZ Amazon RDS MySQL cluster, post the logging data to MySQL, and run a map reduce job to retrieve the required information on user counts.
Answer:
Top
Q44: You’ve been instructed to develop a mobile application that will make use of AWS services. You need to decide on a data store to store the user sessions. Which of the following would be an ideal data store for session management?
- A. AWS Simple Storage Service
- B. AWS DynamoDB
- C. AWS RDS
- D. AWS Redshift
Answer:
Top
Q45: Your application currently interacts with a DynamoDB table. Records are inserted into the table via the application. There is now a requirement to ensure that whenever items are updated in the DynamoDB primary table , another record is inserted into a secondary table. Which of the below feature should be used when developing such a solution?
- A. AWS DynamoDB Encryption
- B. AWS DynamoDB Streams
- C. AWS DynamoDB Accelerator
- D. AWSTable Accelerator
Top
Q46: An application has been making use of AWS DynamoDB for its back-end data store. The size of the table has now grown to 20 GB , and the scans on the table are causing throttling errors. Which of the following should now be implemented to avoid such errors?
- A. Large Page size
- B. Reduced page size
- C. Parallel Scans
- D. Sequential scans
Top
Q47: Which of the following is correct way of passing a stage variable to an HTTP URL ? (Select TWO.)
- A. http://example.com/${}/prod
- B. http://example.com/${stageVariables.}/prod
- C. http://${stageVariables.}.example.com/dev/operation
- D. http://${stageVariables}.example.com/dev/operation
- E. http://${}.example.com/dev/operation
- F. http://example.com/${stageVariables}/prod
Top
Q48: Your company is planning on creating new development environments in AWS. They want to make use of their existing Chef recipes which they use for their on-premise configuration for servers in AWS. Which of the following service would be ideal to use in this regard?
- A. AWS Elastic Beanstalk
- B. AWS OpsWork
- C. AWS Cloudformation
- D. AWS SQS
Top
Q49: Your company has developed a web application and is hosting it in an Amazon S3 bucket configured for static website hosting. The users can log in to this app using their Google/Facebook login accounts. The application is using the AWS SDK for JavaScript in the browser to access data stored in an Amazon DynamoDB table. How can you ensure that API keys for access to your data in DynamoDB are kept secure?
- A. Create an Amazon S3 role in IAM with access to the specific DynamoDB tables, and assign it to the bucket hosting your website
- B. Configure S3 bucket tags with your AWS access keys for your bucket hosing your website so that the application can query them for access.
- C. Configure a web identity federation role within IAM to enable access to the correct DynamoDB resources and retrieve temporary credentials
- D. Store AWS keys in global variables within your application and configure the application to use these credentials when making requests.
Top
Q50: Your application currently makes use of AWS Cognito for managing user identities. You want to analyze the information that is stored in AWS Cognito for your application. Which of the following features of AWS Cognito should you use for this purpose?
- A. Cognito Data
- B. Cognito Events
- C. Cognito Streams
- D. Cognito Callbacks
Top
Q51: You’ve developed a set of scripts using AWS Lambda. These scripts need to access EC2 Instances in a VPC. Which of the following needs to be done to ensure that the AWS Lambda function can access the resources in the VPC. Choose 2 answers from the options given below
- A. Ensure that the subnet ID’s are mentioned when conguring the Lambda function
- B. Ensure that the NACL ID’s are mentioned when conguring the Lambda function
- C. Ensure that the Security Group ID’s are mentioned when conguring the Lambda function
- D. Ensure that the VPC Flow Log ID’s are mentioned when conguring the Lambda function
Top
Q52: You’ve currently been tasked to migrate an existing on-premise environment into Elastic Beanstalk. The application does not make use of Docker containers. You also can’t see any relevant environments in the beanstalk service that would be suitable to host your application. What should you consider doing in this case?
- A. Migrate your application to using Docker containers and then migrate the app to the Elastic Beanstalk environment.
- B. Consider using Cloudformation to deploy your environment to Elastic Beanstalk
- C. Consider using Packer to create a custom platform
- D. Consider deploying your application using the Elastic Container Service
Top
Q53: Company B is writing 10 items to the Dynamo DB table every second. Each item is 15.5Kb in size. What would be the required provisioned write throughput for best performance? Choose the correct answer from the options below.
- A. 10
- B. 160
- C. 155
- D. 16
Top
Q54: Which AWS Service can be used to automatically install your application code onto EC2, on premises systems and Lambda?
- A. CodeCommit
- B. X-Ray
- C. CodeBuild
- D. CodeDeploy
Top
Q55: Which AWS service can be used to compile source code, run tests and package code?
- A. CodePipeline
- B. CodeCommit
- C. CodeBuild
- D. CodeDeploy
Top
Q56: How can your prevent CloudFormation from deleting your entire stack on failure? (Choose 2)
- A. Set the Rollback on failure radio button to No in the CloudFormation console
- B. Set Termination Protection to Enabled in the CloudFormation console
- C. Use the –disable-rollback flag with the AWS CLI
- D. Use the –enable-termination-protection protection flag with the AWS CLI
Q57: Which of the following practices allows multiple developers working on the same application to merge code changes frequently, without impacting each other and enables the identification of bugs early on in the release process?
- A. Continuous Integration
- B. Continuous Deployment
- C. Continuous Delivery
- D. Continuous Development
Q58: When deploying application code to EC2, the AppSpec file can be written in which language?
- A. JSON
- B. JSON or YAML
- C. XML
- D. YAML
Q59: Part of your CloudFormation deployment fails due to a mis-configuration, by defaukt what will happen?
- A. CloudFormation will rollback only the failed components
- B. CloudFormation will rollback the entire stack
- C. Failed component will remain available for debugging purposes
- D. CloudFormation will ask you if you want to continue with the deployment
Top
Q60: You want to receive an email whenever a user pushes code to CodeCommit repository, how can you configure this?
- A. Create a new SNS topic and configure it to poll for CodeCommit eveents. Ask all users to subscribe to the topic to receive notifications
- B. Configure a CloudWatch Events rule to send a message to SES which will trigger an email to be sent whenever a user pushes code to the repository.
- C. Configure Notifications in the console, this will create a CloudWatch events rule to send a notification to a SNS topic which will trigger an email to be sent to the user.
- D. Configure a CloudWatch Events rule to send a message to SQS which will trigger an email to be sent whenever a user pushes code to the repository.
Top
Q61: Which AWS service can be used to centrally store and version control your application source code, binaries and libraries
- A. CodeCommit
- B. CodeBuild
- C. CodePipeline
- D. ElasticFileSystem
Top
Q62: You are using CloudFormation to create a new S3 bucket, which of the following sections would you use to define the properties of your bucket?
- A. Conditions
- B. Parameters
- C. Outputs
- D. Resources
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Q63: You are deploying a number of EC2 and RDS instances using CloudFormation. Which section of the CloudFormation template would you use to define these?
- A. Transforms
- B. Outputs
- C. Resources
- D. Instances
Top
Q64: Which AWS service can be used to fully automate your entire release process?
- A. CodeDeploy
- B. CodePipeline
- C. CodeCommit
- D. CodeBuild
Top
Q65: You want to use the output of your CloudFormation stack as input to another CloudFormation stack. Which sections of the CloudFormation template would you use to help you configure this?
- A. Outputs
- B. Transforms
- C. Resources
- D. Exports
Top
Q66: You have some code located in an S3 bucket that you want to reference in your CloudFormation template. Which section of the template can you use to define this?
- A. Inputs
- B. Resources
- C. Transforms
- D. Files
Top
Q67: You are deploying an application to a number of Ec2 instances using CodeDeploy. What is the name of the file
used to specify source files and lifecycle hooks?
- A. buildspec.yml
- B. appspec.json
- C. appspec.yml
- D. buildspec.json
Q68: Which of the following approaches allows you to re-use pieces of CloudFormation code in multiple templates, for common use cases like provisioning a load balancer or web server?
- A. Share the code using an EBS volume
- B. Copy and paste the code into the template each time you need to use it
- C. Use a cloudformation nested stack
- D. Store the code you want to re-use in an AMI and reference the AMI from within your CloudFormation template.
Q69: In the CodeDeploy AppSpec file, what are hooks used for?
- A. To reference AWS resources that will be used during the deployment
- B. Hooks are reserved for future use
- C. To specify files you want to copy during the deployment.
- D. To specify, scripts or function that you want to run at set points in the deployment lifecycle
Q70: Which command can you use to encrypt a plain text file using CMK?
- A. aws kms-encrypt
- B. aws iam encrypt
- C. aws kms encrypt
- D. aws encrypt
Q72: Which of the following is an encrypted key used by KMS to encrypt your data
- A. Custmoer Mamaged Key
- B. Encryption Key
- C. Envelope Key
- D. Customer Master Key
Q73: Which of the following statements are correct? (Choose 2)
- A. The Customer Master Key is used to encrypt and decrypt the Envelope Key or Data Key
- B. The Envelope Key or Data Key is used to encrypt and decrypt plain text files.
- C. The envelope Key or Data Key is used to encrypt and decrypt the Customer Master Key.
- D. The Customer MasterKey is used to encrypt and decrypt plain text files.
Q74: Which of the following statements is correct in relation to kMS/ (Choose 2)
- A. KMS Encryption keys are regional
- B. You cannot export your customer master key
- C. You can export your customer master key.
- D. KMS encryption Keys are global
Q75: A developer is preparing a deployment package for a Java implementation of an AWS Lambda function. What should the developer include in the deployment package? (Select TWO.)
A. Compiled application code
B. Java runtime environment
C. References to the event sources
D. Lambda execution role
E. Application dependencies
Q76: A developer uses AWS CodeDeploy to deploy a Python application to a fleet of Amazon EC2 instances that run behind an Application Load Balancer. The instances run in an Amazon EC2 Auto Scaling group across multiple Availability Zones. What should the developer include in the CodeDeploy deployment package?
A. A launch template for the Amazon EC2 Auto Scaling group
B. A CodeDeploy AppSpec file
C. An EC2 role that grants the application access to AWS services
D. An IAM policy that grants the application access to AWS services
Q76: A company is working on a project to enhance its serverless application development process. The company hosts applications on AWS Lambda. The development team regularly updates the Lambda code and wants to use stable code in production. Which combination of steps should the development team take to configure Lambda functions to meet both development and production requirements? (Select TWO.)
A. Create a new Lambda version every time a new code release needs testing.
B. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to a production-ready unqualified Amazon Resource Name (ARN) version. Point the Development alias to the $LATEST version.
C. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to the production-ready qualified Amazon Resource Name (ARN) version. Point the Development alias to the variable LAMBDA_TASK_ROOT.
D. Create a new Lambda layer every time a new code release needs testing.
E. Create two Lambda function aliases. Name one as Production and the other as Development. Point the Production alias to a production-ready Lambda layer Amazon Resource Name (ARN). Point the Development alias to the $LATEST layer ARN.
Q77: Each time a developer publishes a new version of an AWS Lambda function, all the dependent event source mappings need to be updated with the reference to the new version’s Amazon Resource Name (ARN). These updates are time consuming and error-prone. Which combination of actions should the developer take to avoid performing these updates when publishing a new Lambda version? (Select TWO.)
A. Update event source mappings with the ARN of the Lambda layer.
B. Point a Lambda alias to a new version of the Lambda function.
C. Create a Lambda alias for each published version of the Lambda function.
D. Point a Lambda alias to a new Lambda function alias.
E. Update the event source mappings with the Lambda alias ARN.
Q78: A company wants to store sensitive user data in Amazon S3 and encrypt this data at rest. The company must manage the encryption keys and use Amazon S3 to perform the encryption. How can a developer meet these requirements?
A. Enable default encryption for the S3 bucket by using the option for server-side encryption with customer-provided encryption keys (SSE-C).
B. Enable client-side encryption with an encryption key. Upload the encrypted object to the S3 bucket.
C. Enable server-side encryption with Amazon S3 managed encryption keys (SSE-S3). Upload an object to the S3 bucket.
D. Enable server-side encryption with customer-provided encryption keys (SSE-C). Upload an object to the S3 bucket.
Q79: A company is developing a Python application that submits data to an Amazon DynamoDB table. The company requires client-side encryption of specific data items and end-to-end protection for the encrypted data in transit and at rest. Which combination of steps will meet the requirement for the encryption of specific data items? (Select TWO.)
A. Generate symmetric encryption keys with AWS Key Management Service (AWS KMS).
B. Generate asymmetric encryption keys with AWS Key Management Service (AWS KMS).
C. Use generated keys with the DynamoDB Encryption Client.
D. Use generated keys to configure DynamoDB table encryption with AWS managed customer master keys (CMKs).
E. Use generated keys to configure DynamoDB table encryption with AWS owned customer master keys (CMKs).
Q80: A company is developing a REST API with Amazon API Gateway. Access to the API should be limited to users in the existing Amazon Cognito user pool. Which combination of steps should a developer perform to secure the API? (Select TWO.)
A. Create an AWS Lambda authorizer for the API.
B. Create an Amazon Cognito authorizer for the API.
C. Configure the authorizer for the API resource.
D. Configure the API methods to use the authorizer.
E. Configure the authorizer for the API stage.
Q81: A developer is implementing a mobile app to provide personalized services to app users. The application code makes calls to Amazon S3 and Amazon Simple Queue Service (Amazon SQS). Which options can the developer use to authenticate the app users? (Select TWO.)
A. Authenticate to the Amazon Cognito identity pool directly.
B. Authenticate to AWS Identity and Access Management (IAM) directly.
C. Authenticate to the Amazon Cognito user pool directly.
D. Federate authentication by using Login with Amazon with the users managed with AWS Security Token Service (AWS STS).
E. Federate authentication by using Login with Amazon with the users managed with the Amazon Cognito user pool.
Q82: A company is implementing several order processing workflows. Each workflow is implemented by using AWS Lambda functions for each task. Which combination of steps should a developer follow to implement these workflows? (Select TWO.)
A. Define a AWS Step Functions task for each Lambda function.
B. Define a AWS Step Functions task for each workflow.
C. Write code that polls the AWS Step Functions invocation to coordinate each workflow.
D. Define an AWS Step Functions state machine for each workflow.
E. Define an AWS Step Functions state machine for each Lambda function.
Q83: A company is migrating a web service to the AWS Cloud. The web service accepts requests by using HTTP (port 80). The company wants to use an AWS Lambda function to process HTTP requests. Which application design will satisfy these requirements?
A. Create an Amazon API Gateway API. Configure proxy integration with the Lambda function.
B. Create an Amazon API Gateway API. Configure non-proxy integration with the Lambda function.
C. Configure the Lambda function to listen to inbound network connections on port 80.
D. Configure the Lambda function as a target in the Application Load Balancer target group.
Q84: A company is developing an image processing application. When an image is uploaded to an Amazon S3 bucket, a number of independent and separate services must be invoked to process the image. The services do not have to be available immediately, but they must process every image. Which application design satisfies these requirements?
A. Configure an Amazon S3 event notification that publishes to an Amazon Simple Queue Service (Amazon SQS) queue. Each service pulls the message from the same queue.
B. Configure an Amazon S3 event notification that publishes to an Amazon Simple Notification Service (Amazon SNS) topic. Each service subscribes to the same topic.
C. Configure an Amazon S3 event notification that publishes to an Amazon Simple Queue Service (Amazon SQS) queue. Subscribe a separate Amazon Simple Notification Service (Amazon SNS) topic for each service to an Amazon SQS queue.
D. Configure an Amazon S3 event notification that publishes to an Amazon Simple Notification Service (Amazon SNS) topic. Subscribe a separate Simple Queue Service (Amazon SQS) queue for each service to the Amazon SNS topic.
Q85: A developer wants to implement Amazon EC2 Auto Scaling for a Multi-AZ web application. However, the developer is concerned that user sessions will be lost during scale-in events. How can the developer store the session state and share it across the EC2 instances?
A. Write the sessions to an Amazon Kinesis data stream. Configure the application to poll the stream.
B. Publish the sessions to an Amazon Simple Notification Service (Amazon SNS) topic. Subscribe each instance in the group to the topic.
C. Store the sessions in an Amazon ElastiCache for Memcached cluster. Configure the application to use the Memcached API.
D. Write the sessions to an Amazon Elastic Block Store (Amazon EBS) volume. Mount the volume to each instance in the group.
Q86: A developer is integrating a legacy web application that runs on a fleet of Amazon EC2 instances with an Amazon DynamoDB table. There is no AWS SDK for the programming language that was used to implement the web application. Which combination of steps should the developer perform to make an API call to Amazon DynamoDB from the instances? (Select TWO.)
A. Make an HTTPS POST request to the DynamoDB API endpoint for the AWS Region. In the request body, include an XML document that contains the request attributes.
B. Make an HTTPS POST request to the DynamoDB API endpoint for the AWS Region. In the request body, include a JSON document that contains the request attributes.
C. Sign the requests by using AWS access keys and Signature Version 4.
D. Use an EC2 SSH key to calculate Signature Version 4 of the request.
E. Provide the signature value through the HTTP X-API-Key header.
Q87: A developer has written several custom applications that read and write to the same Amazon DynamoDB table. Each time the data in the DynamoDB table is modified, this change should be sent to an external API. Which combination of steps should the developer perform to accomplish this task? (Select TWO.)
A. Configure an AWS Lambda function to poll the stream and call the external API.
B. Configure an event in Amazon EventBridge (Amazon CloudWatch Events) that publishes the change to an Amazon Managed Streaming for Apache Kafka (Amazon MSK) data stream.
C. Create a trigger in the DynamoDB table to publish the change to an Amazon Kinesis data stream.
D. Deliver the stream to an Amazon Simple Notification Service (Amazon SNS) topic and subscribe the API to the topic.
E. Enable DynamoDB Streams on the table.
Q88: A company is migrating the create, read, update, and delete (CRUD) functionality of an existing Java web application to AWS Lambda. Which minimal code refactoring is necessary for the CRUD operations to run in the Lambda function?
A. Implement a Lambda handler function.
B. Import an AWS X-Ray package.
C. Rewrite the application code in Python.
D. Add a reference to the Lambda execution role.
Q89: A company plans to use AWS log monitoring services to monitor an application that runs on premises. Currently, the application runs on a recent version of Ubuntu Server and outputs the logs to a local file. Which combination of steps should a developer perform to accomplish this goal? (Select TWO.)
A. Update the application code to include calls to the agent API for log collection.
B. Install the Amazon Elastic Container Service (Amazon ECS) container agent on the server.
C. Install the unified Amazon CloudWatch agent on the server.
D. Configure the long-term AWS credentials on the server to enable log collection by the agent.
E. Attach an IAM role to the server to enable log collection by the agent.
Q90: A developer wants to monitor invocations of an AWS Lambda function by using Amazon CloudWatch Logs. The developer added a number of print statements to the function code that write the logging information to the stdout stream. After running the function, the developer does not see any log data being generated. Why does the log data NOT appear in the CloudWatch logs?
A. The log data is not written to the stderr stream.
B. Lambda function logging is not automatically enabled.
C. The execution role for the Lambda function did not grant permissions to write log data to CloudWatch Logs.
D. The Lambda function outputs the logs to an Amazon S3 bucket.
Q91: Which of the following are best practices you should implement into ongoing deployments of your application? (Select THREE.)
A. Use stage variables to manage secrets across environments
B. Create account-specific AWS SAM templates for each environment
C. Use an AutoPublish alias
D. Use traffic shifting with pre- and post-deployment hooks
E. Test throughout the pipeline
Q92: You are handing off maintenance of your new serverless application to an incoming team lead. Which recommendations would you make? (Select THREE.)
A. Keep up to date with the quotas and payload sizes for each AWS service you are using
B. Analyze production access patterns to identify potential improvements
C. Design your services to extend their life as long as possible
D. Minimize changes to your production application
E. Compare the value of using the latest first-class integrations versus using Lambda between AWS services
Q93: You are handing off maintenance of your new serverless application to an incoming team lead. Which recommendations would you make? (Select THREE.)
A. Keep up to date with the quotas and payload sizes for each AWS service you are using
B. Analyze production access patterns to identify potential improvements
C. Design your services to extend their life as long as possible
D. Minimize changes to your production application
E. Compare the value of using the latest first-class integrations versus using Lambda between AWS services
Q94: Your application needs to connect to an Amazon RDS instance on the backend. What is the best recommendation to the developer whose function must read from and write to the Amazon RDS instance?
A. Initialize the number of connections you want outside of the handler
B. Use the database TTL setting to clean up connections
C. Use reserved concurrency to limit the number of concurrent functions that would try to write to the database
D. Use the database proxy feature to provide connection pooling for the functions
Question 95: A developer reports that a third-party library they need cannot be shared in the Lambda invocation environment. Which suggestion would you make?
A. Decrease the deployment package size
B. Set a provisioned concurrency of one so that the library doesn’t need to be shared across environments
C. Use reserved concurrency for the function that needs to use the library
D. Load the third-party library onto an Amazon EFS volume
AWS Certified Developer Associate exam: Whitepapers
AWS has provided whitepapers to help you understand the technical concepts. Below are the recommended whitepapers for the AWS Certified Developer – Associate Exam.
- Overview of Amazon Web Services
- Architecting for the Cloud: AWS Best Practices
- AWS Security Best Practices whitepaper, August 2016
- AWS Well-Architected Framework whitepaper, November 2017 Version 1.3 DVA-C01 Page |2
- Architecting for the Cloud AWS Best Practices whitepaper, February, 2016
- Practicing Continuous Integration and Continuous Delivery on AWS Accelerating Software Delivery with DevOps whitepaper, June 2017
- Microservices on AWS whitepaper, September 2017
- Serverless Architectures with AWS Lambda whitepaper, November 2017
- Optimizing Enterprise Economics with Serverless Architectures whitepaper, October 2017
- Running Containerized Microservices on AWS whitepaper, November 2017
- Blue/Green Deployments on AWS whitepaper, August 2016
Online Training and Labs for AWS Certified Developer Associates Exam
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
AWS Developer Associates Jobs
AWS Certified Developer-Associate Exam info and details, How To:
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
The AWS Certified Developer Associate exam is a multiple choice, multiple answer exam. Here is the Exam Overview:
- Certification Name: AWS Certified Developer Associate.
- Prerequisites for the Exam: None.
- Exam Pattern: Multiple Choice Questions
- The AWS Certified Developer-Associate Examination (DVA-C01) is a pass or fail exam. The examination is scored against a minimum standard established by AWS professionals guided by certification industry best practices and guidelines.
- Your results for the examination are reported as a score from 100 – 1000, with a minimum passing score of 720.
- Exam fees: US $150
- Exam Guide on AWS Website
- Available languages for tests: English, Japanese, Korean, Simplified Chinese
- Read AWS whitepapers
- Register for certification account here.
- Prepare for Certification Here
Exam Content Outline
Domain % of Examination Domain 1: Deployment (22%)
1.1 Deploy written code in AWS using existing CI/CD pipelines, processes, and patterns.
1.2 Deploy applications using Elastic Beanstalk.
1.3 Prepare the application deployment package to be deployed to AWS.
1.4 Deploy serverless applications22% Domain 2: Security (26%)
2.1 Make authenticated calls to AWS services.
2.2 Implement encryption using AWS services.
2.3 Implement application authentication and authorization.26% Domain 3: Development with AWS Services (30%)
3.1 Write code for serverless applications.
3.2 Translate functional requirements into application design.
3.3 Implement application design into application code.
3.4 Write code that interacts with AWS services by using APIs, SDKs, and AWS CLI.30% Domain 4: Refactoring
4.1 Optimize application to best use AWS services and features.
4.2 Migrate existing application code to run on AWS.10% Domain 5: Monitoring and Troubleshooting (10%)
5.1 Write code that can be monitored.
5.2 Perform root cause analysis on faults found in testing or production.10% TOTAL 100%
AWS Certified Developer Associate exam: Additional Information for reference
Below are some useful reference links that would help you to learn about AWS Certified Developer Associate Exam.
- Developing on AWS: An instructor-led live or virtual 3-day course
- https://aws.amazon.com/certification/faqs/
- AWS Digital Training: Application Services, Developer Tools, and other services covered on the exam
- Prepare for AWS Certification
- AWS EC2 Instance info
- AWS Certified Developer Associate Exam Guide
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
Other Relevant and Recommended AWS Certifications

The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
- AWS Certified Cloud Practitioner
- AWS Certified Solutions Architect – Associate
- AAWS Certified Developer – Associate
- AWS Certified SysOps Administrator – Associate
- AWS Certified Solutions Architect – Professional
- AWS Certified DevOps Engineer – Professional
- AWS Certified Big Data Specialty
- AWS Certified Advanced Networking.
- AWS Certified Security – Specialty
Other AWS Facts and Summaries and Questions/Answers Dump
- AWS S3 facts and summaries and Q&A Dump
- AWS DynamoDB facts and summaries and Questions and Answers Dump
- AWS EC2 facts and summaries and Questions and Answers Dump
- AWS Serverless facts and summaries and Questions and Answers Dump
- AWS Developer and Deployment Theory facts and summaries and Questions and Answers Dump
- AWS IAM facts and summaries and Questions and Answers Dump
- AWS Lambda facts and summaries and Questions and Answers Dump
- AWS SQS facts and summaries and Questions and Answers Dump
- AWS RDS facts and summaries and Questions and Answers Dump
- AWS ECS facts and summaries and Questions and Answers Dump
- AWS CloudWatch facts and summaries and Questions and Answers Dump
- AWS SES facts and summaries and Questions and Answers Dump
- AWS EBS facts and summaries and Questions and Answers Dump
- AWS ELB facts and summaries and Questions and Answers Dump
- AWS Autoscaling facts and summaries and Questions and Answers Dump
- AWS VPC facts and summaries and Questions and Answers Dump
- AWS KMS facts and summaries and Questions and Answers Dump
- AWS Elastic Beanstalk facts and summaries and Questions and Answers Dump
- AWS CodeBuild facts and summaries and Questions and Answers Dump
- AWS CodeDeploy facts and summaries and Questions and Answers Dump
- AWS CodePipeline facts and summaries and Questions and Answers Dump
AWS Certified Developer Associate exam: Whitepapers
AWS has provided whitepapers to help you understand the technical concepts. Below are the recommended whitepapers for the AWS Certified Developer – Associate Exam.
- Overview of Amazon Web Services
- Architecting for the Cloud: AWS Best Practices
- AWS Security Best Practices whitepaper, August 2016
- AWS Well-Architected Framework whitepaper, November 2017 Version 1.3 DVA-C01 Page |2
- Architecting for the Cloud AWS Best Practices whitepaper, February, 2016
- Practicing Continuous Integration and Continuous Delivery on AWS Accelerating Software Delivery with DevOps whitepaper, June 2017
- Microservices on AWS whitepaper, September 2017
- Serverless Architectures with AWS Lambda whitepaper, November 2017
- Optimizing Enterprise Economics with Serverless Architectures whitepaper, October 2017
- Running Containerized Microservices on AWS whitepaper, November 2017
- Blue/Green Deployments on AWS whitepaper, August 2016
Online Training and Labs for AWS Certified Developer Associates Exam
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
AWS Developer Associates Jobs
AWS Certified Developer-Associate Exam info and details, How To:
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
The AWS Certified Developer Associate exam is a multiple choice, multiple answer exam. Here is the Exam Overview:
- Certification Name: AWS Certified Developer Associate.
- Prerequisites for the Exam: None.
- Exam Pattern: Multiple Choice Questions
- The AWS Certified Developer-Associate Examination (DVA-C01) is a pass or fail exam. The examination is scored against a minimum standard established by AWS professionals guided by certification industry best practices and guidelines.
- Your results for the examination are reported as a score from 100 – 1000, with a minimum passing score of 720.
- Exam fees: US $150
- Exam Guide on AWS Website
- Available languages for tests: English, Japanese, Korean, Simplified Chinese
- Read AWS whitepapers
- Register for certification account here.
- Prepare for Certification Here
Exam Content Outline
Domain % of Examination Domain 1: Deployment (22%)
1.1 Deploy written code in AWS using existing CI/CD pipelines, processes, and patterns.
1.2 Deploy applications using Elastic Beanstalk.
1.3 Prepare the application deployment package to be deployed to AWS.
1.4 Deploy serverless applications22% Domain 2: Security (26%)
2.1 Make authenticated calls to AWS services.
2.2 Implement encryption using AWS services.
2.3 Implement application authentication and authorization.26% Domain 3: Development with AWS Services (30%)
3.1 Write code for serverless applications.
3.2 Translate functional requirements into application design.
3.3 Implement application design into application code.
3.4 Write code that interacts with AWS services by using APIs, SDKs, and AWS CLI.30% Domain 4: Refactoring
4.1 Optimize application to best use AWS services and features.
4.2 Migrate existing application code to run on AWS.10% Domain 5: Monitoring and Troubleshooting (10%)
5.1 Write code that can be monitored.
5.2 Perform root cause analysis on faults found in testing or production.10% TOTAL 100%
In this AWS tutorial, we are going to discuss how we can make the best use of AWS services to build a highly scalable, and fault tolerant configuration of EC2 instances. The use of Load Balancers and Auto Scaling Groups falls under a number of best practices in AWS, including Performance Efficiency, Reliability and high availability.
Before we dive into this hands-on tutorial on how exactly we can build this solution, let’s have a brief recap on what an Auto Scaling group is, and what a Load balancer is.
Autoscaling group (ASG)
An Autoscaling group (ASG) is a logical grouping of instances which can scale up and scale down depending on pre-configured settings. By setting Scaling policies of your ASG, you can choose how many EC2 instances are launched and terminated based on your application’s load. You can do this based on manual, dynamic, scheduled or predictive scaling.
Elastic Load Balancer (ELB)
An Elastic Load Balancer (ELB) is a name describing a number of services within AWS designed to distribute traffic across multiple EC2 instances in order to provide enhanced scalability, availability, security and more. The particular type of Load Balancer we will be using today is an Application Load Balancer (ALB). The ALB is a Layer 7 Load Balancer designed to distribute HTTP/HTTPS traffic across multiple nodes – with added features such as TLS termination, Sticky Sessions and Complex routing configurations.
Getting Started
First of all, we open our AWS management console and head to the EC2 management console.
We scroll down on the left-hand side and select ‘Launch Templates’. A Launch Template is a configuration template which defines the settings for EC2 instances launched by the ASG.
Under Launch Templates, we will select “Create launch template”.
We specify the name ‘MyTestTemplate’ and use the same text in the description.
Under the ‘Auto Scaling guidance’ box, tick the box which says ‘Provide guidance to help me set up a template that I can use with EC2 Auto Scaling’ and scroll down to launch template contents.
When it comes to choosing our AMI (Amazon Machine Image) we can choose the Amazon Linux 2 under ‘Quick Start’.
The Amazon Linux 2 AMI is free tier eligible, and easy to use for our demonstration purposes.
Next, we select the ‘t2.micro’ under instance types, as this is also free tier eligible.
Under Network Settings, we create a new Security Group called ExampleSG in our default VPC, allowing HTTP access to everyone. It should look like this.
AWS Certified Developer Associate exam: Additional Information for reference
Below are some useful reference links that would help you to learn about AWS Certified Developer Associate Exam.
- Developing on AWS: An instructor-led live or virtual 3-day course
- https://aws.amazon.com/certification/faqs/
- AWS Digital Training: Application Services, Developer Tools, and other services covered on the exam
- Prepare for AWS Certification
- AWS EC2 Instance info
- AWS Certified Developer Associate Exam Guide
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
Other Relevant and Recommended AWS Certifications

The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
- AWS Certified Cloud Practitioner
- AWS Certified Solutions Architect – Associate
- AAWS Certified Developer – Associate
- AWS Certified SysOps Administrator – Associate
- AWS Certified Solutions Architect – Professional
- AWS Certified DevOps Engineer – Professional
- AWS Certified Big Data Specialty
- AWS Certified Advanced Networking.
- AWS Certified Security – Specialty
Other AWS Facts and Summaries and Questions/Answers Dump
- AWS S3 facts and summaries and Q&A Dump
- AWS DynamoDB facts and summaries and Questions and Answers Dump
- AWS EC2 facts and summaries and Questions and Answers Dump
- AWS Serverless facts and summaries and Questions and Answers Dump
- AWS Developer and Deployment Theory facts and summaries and Questions and Answers Dump
- AWS IAM facts and summaries and Questions and Answers Dump
- AWS Lambda facts and summaries and Questions and Answers Dump
- AWS SQS facts and summaries and Questions and Answers Dump
- AWS RDS facts and summaries and Questions and Answers Dump
- AWS ECS facts and summaries and Questions and Answers Dump
- AWS CloudWatch facts and summaries and Questions and Answers Dump
- AWS SES facts and summaries and Questions and Answers Dump
- AWS EBS facts and summaries and Questions and Answers Dump
- AWS ELB facts and summaries and Questions and Answers Dump
- AWS Autoscaling facts and summaries and Questions and Answers Dump
- AWS VPC facts and summaries and Questions and Answers Dump
- AWS KMS facts and summaries and Questions and Answers Dump
- AWS Elastic Beanstalk facts and summaries and Questions and Answers Dump
- AWS CodeBuild facts and summaries and Questions and Answers Dump
- AWS CodeDeploy facts and summaries and Questions and Answers Dump
- AWS CodePipeline facts and summaries and Questions and Answers Dump
AWS Certifications Breaking News and Top Stories
- Any thoughts on Eduwise Solutionsby /u/Technical-Hornet-14
Came across https://eduwise.solutions/, they claim to be official AWS partner. They are providing AWS certifications voucher on 75% discount. submitted by /u/Technical-Hornet-14 [link] [comments]
- Passed: AWS Certified AI Practitionerby /u/ArchitecTJ94
All that ... for the score of 813/1000. I thought the result would be somewhere 900-ish. I thought I was "Confident". Turns out I was "Arrogant". What I went through to prep the exam: Took a quick peek at "Exam Prep Plan Overview: AWS Certified AI Practitioner (AIF-C01 - English)" Studied "AWS Artificial Intelligence Practitioner Learning Plan" (Finished all 8 Digital Courses in it) Took a quick peek at "Exam Guide (AIF-C01)" Studied "Exam Prep Plan: AWS Certified AI Practitioner (AIF-C01 - English)" (I don't have a subscription so I went through all the free resources (Practice Questions and Domain Review) only) Watched the first 40 minutes of "AWS Certified AI Practitioner (AIF-C01) – Full Course to PASS the Certification Exam" Youtube video from freeCodeCamp In short, after knowing my score, my final words are ...... I NEED MOooore POWWWER!!! submitted by /u/ArchitecTJ94 [link] [comments]
- Evaluating Amazon Connect Customer AI Agents with DeepEval for MRMby /u/goguppy
Hi all, sharing a post that means something to me, and may mean something to you depending on where and what you're building 🙂 Disclosure: I am an AWS employee and moderator - this does not mean you should upvote automatically or similar. My colleague and I wrote this to help others facing similar challenges. In simpler terms: if you're building for a regulated customer, it's likely to fall under a compliance framework and be subject to model risk management rules. What does that mean for you, the builder? Well, an independent party (audit? compliance? Model Risk Management teams?) needs to evaluate the outputs your workload is producing. To accommodate that eval request, we walk through an automated evaluation pipeline using DeepEval (open source) with an LLM judge running on Amazon Bedrock in your own account, so no test data leaves your environment. It covers testing both the tool-execution layer and full conversations, and produces CSV/JSON/Markdown reports those compliance teams can actually review. We also cover options for wiring it into a CI/CD pipeline, more theoretical than prescriptive, but enough to point you in a direction. Thanks for reading! submitted by /u/goguppy [link] [comments]
- rain has been deprecatedby /u/evilneuro
over the last couple of years, rain has become my favourite way to deploy cfn stacks. now it has been deprecated. [insert deep sigh here] I get that this was a tooling side-mission for some AWS employees, but I wonder how easy/hard it would be for maintenance to be picked up by the community? Rain is no longer actively maintained and has been deprecated. We are no longer accepting feature requests, and issues and pull requests may not be reviewed or merged. The repository will remain available in an archived, read-only state so that existing users can continue to reference the source and prior releases. Existing binaries and releases will continue to be available on the releases page, but no new releases, bug fixes, or security patches are planned. We recommend migrating to actively supported alternatives such as the AWS CLI for CloudFormation operations, the AWS CDK for authoring reusable infrastructure components such as modules, cfn-lint for template validation, and cfn-guard for policy checks. Thank you to everyone who contributed to and used Rain over the years. https://github.com/aws-cloudformation/rain/blob/main/README.md https://github.com/aws-cloudformation/rain/pull/801 submitted by /u/evilneuro [link] [comments]
- How to trigger a cold start of a Lambda?by /u/FransUrbo
We're using a Lambda, deployed from an ECR repo image, triggered by SQS. In case of failure of the Lambda, SQS will put the message in a DLQ. We had an incident a few weeks ago, where a faulty ECR lifetime policy had deleted the image, so the Lambda wouldn't run. We don't expect that to happen again (I've since tweaked and hopefully (!!) fixed the policy), but just to make sure, we've created some alarms on the DLQ. If there's messages in there, the Lambda - technically "The Message Delivery Process" 🙂 - have failed. It's not fool proof, but simplest we can do at this point. And what we *actually* want, to monitor problems with the message delivery, not just the Lambda itself. However, testing this change have proven quite difficult! The Lambda can't be created without a valid image, but deleting it afterwards does not change anything - the Lambda still triggers and works exactly as it should! I've tried all the usual suggestions here and elsewhere (update the description, memory, environment variable, bump the version), but it still runs. From my understanding, it runs from the/a "warm-start image". So how can I, in my use-case, trigger a cold-start on the next invocation? IF (!) I understand this correctly, the cold-start is 1) download the image from ECR, and 2) load that image into the .. "warm-start repo" locally. I obviously can't update the code or recreate the function, because that would mean I need a valid image - I'm trying to simulate what happens if (when!?) that image is removed/deleted. submitted by /u/FransUrbo [link] [comments]
- AWS direct connect availability zonesby /u/Hot-Luck7133
Whats with direct connect AZs ? For example, if i want a connection in slough, why do I see two options like eu-west-1 and eu-west-2 ? Does it actually matter which az I choose ? submitted by /u/Hot-Luck7133 [link] [comments]
- Passed Machine Learning Associate todayby /u/RecoverOld9545
Scored 775 and I used all my time with about 25 minutes left over to review. Trained on Stephane Maarek's 3 practice exams on Udemy to where I was getting mid 80's in test mode. Studied flash cards and did thorough postmortem reviews of exam results. Most importantly: use Claude to ask it to make flash cards for service distinctions and trigger words. Near the end of your prep have Claude ask you short questions to pick your brain and that will help you know what to focus on. Yes ChatGPT works as well but Claude has much better language capabilities and explains things much better. submitted by /u/RecoverOld9545 [link] [comments]
- Best approach for serving public images from an S3 bucketby /u/Opposite_Seat_2286
Hi everyone, I recently built a microservice that integrates with AWS (using the AWS SDK) to handle file management. The upload flow is working well it's done through presigned URLs between my application's backend and this file microservice. My question is about the best approach for listing/displaying these images. For context: imagine a product catalog where the customer uploads images for each product. The whole upload flow goes through the application backend and the file microservice. What I'm trying to figure out is the best way to make these images publicly available for display. The issues I see with using presigned URLs for GET: Presigned URLs are expirable, so they aren't ideal for continuous display. If the image GET went through the microservice itself, I'd have to keep hitting it repeatedly just to generate the read presigned URLs, which adds a lot of overhead. From what I've researched, there are other approaches, like putting Cloudflare (or a similar CDN) in front of the bucket, serving the images publicly with caching, without having to generate presigned URLs on every request. My questions: What would be the most recommended approach for this scenario (public product images)? Does it make sense to keep the bucket private and serve it via CDN, or would another strategy be better (public bucket, CloudFront + OAC, etc.)? How do you handle this in production? Thanks in advance for any guidance! submitted by /u/Opposite_Seat_2286 [link] [comments]
- Passed AWS CLF-C02by /u/Remarkable_Sale1139
Gave the exam today and it showed PASS. However, once the exam got over, I didnt recieve any confirmation mail or anything and on the AWS exam dashboard it still shows Scheduled Exam: Cloud Practitioner. Is this normal or should I contact support? I know scorecards take 1-5 days to arrive but do we not recieve any email confirmation of sorts? submitted by /u/Remarkable_Sale1139 [link] [comments]
- [Advice/ Recom]How much prep. And Resources for AWS Solutions Architect Professional (SAP-C02) with my background?by /u/JorCampBel
Hi everyone, I'm planning to start preparing for the AWS Certified Solutions Architect – Professional (SAP-C02) and I'd like to get some advice from people who have already passed it. A little background, without getting too specific about my personal details: My career has been a bit of a mix between software development, networking, automation/monitoring, cloud and application architecture. I started with roughly a year working as a software/application development intern. After that, I had some exposure to networking, and later worked with monitoring, automation and security. For the last few years, most of my work has involved applications and cloud environments, particularly Azure, including things such as PaaS services, containers/Kubernetes, monitoring/observability, automation and application integration. I'm currently working in an application architecture role. My current certifications include: Microsoft Certified: Azure Solutions Architect Expert Azure Administrator Associate (AZ-104) Azure Developer Associate (AZ-204) AWS Certified Solutions Architect – Associate AWS Certified Cloud Practitioner KCNA LPI DevOps Tools Engineer CompTIA Network+ ITIL Foundation A few Azure fundamentals certifications So I already have a reasonably broad background in cloud architecture, but there is an important caveat: My real-world professional experience is considerably stronger in Azure than in AWS. I passed AWS SAA, understand the main AWS services and architectural concepts, and many of the general architecture principles transfer quite naturally between Azure and AWS, but I don't want to underestimate SAP-C02 just because I already hold Azure Solutions Architect Expert. I recently prepared for AZ-305 quite intensively and found that I really enjoy the architecture/design side of cloud certifications, so AWS Solutions Architect Professional is probably going to be my final major certification for a while. My questions for people who have passed SAP-C02 are: How big is the jump from SAA-C03 to SAP-C02 in practice? With my background, how many weeks/hours of preparation would you realistically expect? Which topics should I go particularly deep into? Are there areas where people coming mainly from Azure tend to struggle? How much hands-on AWS practice would you recommend before attempting the exam? What study materials would you recommend as the best ones for SAP-C02? Courses, books, AWS Skill Builder, whitepapers, documentation, YouTube channels, etc. How close are Tutorials Dojo practice exams to the reasoning required in the real exam? Would you recommend going through AWS Skill Builder / official documentation first and then doing practice exams, or following a structured course? Is there anything you wish you had studied more before taking SAP-C02? For my recent Azure exams, the study method that worked best for me was essentially: official documentation → structured notes → labs → practice questions → identify weak areas → go back to documentation I also use ChatGPT quite heavily as a study assistant to turn official documentation into comparisons, summaries and difficult scenario-based questions, while keeping the vendor documentation as the source of truth. I'm thinking of using essentially the same strategy for SAP-C02. At the moment I'm estimating something like 2–3 months of serious preparation, but I'd be interested to hear whether that sounds reasonable given my background or whether I'm underestimating the exam. I'm not in a rush to collect another badge. Since this will probably be my last certification for a while, I'd rather use the preparation to actually become much better at AWS architecture rather than just learn enough to pass the exam. Any advice from people who have already taken SAP-C02 would be greatly appreciated. Thanks! submitted by /u/JorCampBel [link] [comments]
- Is AWS Skill builder worth?by /u/TereMaaKaTisraPati
So im going for my masters in cyber in uk and my loan agent told me about this, i dont have much idea about it although i heard about this course and also have interest in cloud, so should i go for it? Price including gst: 42k inr Context: - Just passed btech now going for masters - exp only through internship, no job exp - can afford it if its really useful for me and not just a show peice - already started to learn about cloud security and stuff from some free platforms and trying to build projects etc Bit confused so please guide me. Thankssss submitted by /u/TereMaaKaTisraPati [link] [comments]
- CDK: do you keep environment config in code, or in a YAML/vars file?by /u/Valuable_Force5401
I'm setting up a new AWS CDK (Python) infra repo from scratch. Environment-specific stuff (account IDs, regions, a handful of settings that differ between dev/staging/prod) currently lives as typed Python classes, basically the same shape as CDK's own resources, just holding plain values instead of AWS resources. Any typo (bad account ID, duplicate name, etc.) throws an error immediately when the code loads, before anything even gets deployed. I came from a Terraform background though, and I keep wanting a vars.yaml-style file instead, just edit some data, not write Python. Before I go rework it, wanted to sanity-check with people who've actually lived with each approach for a while: If you've done data/YAML-driven config in a CDK repo, did you go with one file per environment, or one file with all environments nested inside it? What made you pick that? Did you still validate the YAML against some kind of schema before it reaches your CDK code, or just read it as a plain dict and let mistakes surface later at synth/deploy time? Anyone gotten burned skipping validation? More generally, anyone regret moving from code-defined config to file-defined config, or the other way around? What was the actual pain point that made you switch? Not looking for "just use Terraform instead", genuinely want to keep CDK, just trying to figure out the config layer. Thanks! submitted by /u/Valuable_Force5401 [link] [comments]
- What is the best roadmap for Cloud securityby /u/Slayerma
TL;DR Security Engineer (~9 months experience in AppSec & GitHub/Infra) looking to transition into Cloud Security for a significant pay raise (~2x current salary). Got my current job via a bootcamp and am now considering an AWS course bundle (SAA, Security, Networking) with placement assistance. Is a paid institute necessary to make this switch, or can I do it fully solo? How have others doubled their pay in this field? Reformatted the question using AI Questions for the Community Self-Study vs. Bootcamp: Is enrolling in a training institute (like Network Kings) necessary for transitioning into Cloud Security, or is it realistic to do it completely self-taught given my existing Security Engineer experience? Value of Course Bundles: Are AWS course bundles (AWS SAA + AWS Security + AWS Networking) worth the investment, particularly for their job placement support? Salary Jump Strategy: For those who successfully doubled their compensation early in their security careers, what specific path, skills, or strategies made the biggest difference? #### Full Context / Background Current Role & Experience: Security Engineer with ~9 months of official experience handling Application Security (AppSec) and Infrastructure Security (GitHub policies, repo security, etc.). Current Certifications: CEHv13. Goal: Transition into a Cloud Security role and secure a substantially higher-paying offer (aiming to double current compensation, as I am currently severely underpaid). Dilemma: My first job was secured with the help of a bootcamp/training institute, so I naturally lean toward structured training. I am currently looking at Network Kings' AWS course (which covers AWS Solutions Architect Associate, AWS Security Specialty, and AWS Advanced Networking, along with job placement assistance), but I want to know if going fully self-taught is a viable alternative before committing. submitted by /u/Slayerma [link] [comments]
- AI certification recommendations for a backend developerby /u/harish_ms_7
submitted by /u/harish_ms_7 [link] [comments]
- AWS Workspaces all of a sudden logging users in as temporary profileby /u/sysadminmakesmecry
We have made no changes to AWS, no changes to domain controllers, no changes to GPO, no changes anywhere, and all of a sudden this is happening. Edit: First login works perfectly fine. If the workspace is rebooted, they get a temp profile My domain controllers are up and functional, my ipsec tunnel is up, etc I am NOT much for AWS, can anyone point me in a direction to search and troubleshoot? submitted by /u/sysadminmakesmecry [link] [comments]
- Any advice on designing a highly available systemby /u/Empty_Return_6516
I am trying to design a highly available system for an interview. It just has to write to a database and store events. It has to be highly available and elastic on demand. I have to architecture that I have come up with so far Using api gateway -> lambda '-> dynamodb Containerising a python application, using ec2 instances across auto scaling groups with a load balancer in front of it and using postgresql as the db I'm not sure how to decide which architecture to go for or how to justify my design. I have to present a working solution and also a design document so I want to be able to implement this, and anything i cant implenent document. submitted by /u/Empty_Return_6516 [link] [comments]
- Azure Function App AWS S3 Permissionsby /u/MISTerWinsEveryTime
We have a system managed identity in Azure, is there a way to give it permission to upload to an Amazon S3 bucket without having to use keys we manually rotate? submitted by /u/MISTerWinsEveryTime [link] [comments]
- My exam is in a week ,Need Help pleaseby /u/Large-Leadership8053
I am taking the SAA-C03 this Sunday morning, and I have studied for CLF in the past. I also prepared for SAA-C03 for a brief moment, but I had to take some breaks while I was at it due to other reasons. The thing is, I am interested, and I have Stephen Marek's course as well as the Tutorials Dojo practice sheets. The thing is, I have already watched Stephen Marek's course multiple times and took a break and continued the first 3 modules again and again. With Tutorials Dojo, I don't know how well you take it, but I couldn't complete that one thing because after seeing the red numbers getting increased, I felt I wasn't going to make it and closed it. I just don't understand how I need to pull my shit together. Please give me any suggestions, and if it helps, I am diagnosed with ADHD. submitted by /u/Large-Leadership8053 [link] [comments]
- Boss gave me 5 days to take the DEA and I passed!by /u/Embarrassed_Bad_3773
Been studying for this exam on and off months now at very low intensity. My boss asked me to have it done in a month and a half times which I thought was tough but doable. Started up studying again and boss tells me he actually wants it by Monday on a Thursday… very intense studying sessions with calculated rest for my brain, AND I DID IT. Honestly, didn’t think I had it, I have a little over a year of aws experience and those previous attempts of studying let me skip the fundamentals. Tough tough exam. submitted by /u/Embarrassed_Bad_3773 [link] [comments]
- [Monday promo] I built an MLA-C01 (ML Engineer Associate) prep course - first 10 seats free in exchange for honest feedbackby /u/That-Ad8566
Posting under the Monday promo rule. I spent the last few weeks building a full exam-prep course for the AWS Certified Machine Learning Engineer - Associate (MLA-C01): 12 video chapters covering all four domains, plus two full-length timed practice tests where every question has per-option explanations (why the right answer is right AND why each distractor is wrong). For anyone studying, the domain weights that shaped how I structured it: Data Preparation for ML (~28%) - ingestion, transformation, feature engineering, Data Wrangler/Glue ML Model Development (~26%) - algorithm selection, training, tuning, SageMaker built-ins Deployment & Orchestration of ML Workflows (~22%) - endpoints, pipelines, CI/CD for ML Monitoring, Maintenance & Security (~24%) - Model Monitor, drift, IAM/KMS for ML workloads One piece of advice regardless of what you study with: sit your practice tests at the real time limit. Pacing is what surprises people on exam day, and untimed runs hide it completely. Before I push the course wider I want it pressure-tested by real candidates. The first 10 seats are free with code FREEREVIEW10 (expires Wed Aug 13): https://www.udemy.com/course/aws-certified-ml-engineer-associate-mla-c01-prep/?couponCode=FREEREVIEW10 All I ask is an honest review afterward - good or bad - so I know what to fix. Happy to answer MLA-C01 questions in the comments either way. submitted by /u/That-Ad8566 [link] [comments]
- My experience with DVA and SAA (DVA before SAA)by /u/sneezyDud
Hey everyone! I passed DVA-CO2 and SAA-CO3 this summer and I wanted to make a post so I can maybe help some of you with preparations. I'm a full stack software engineer recently leaning more into devops/cloud solutions territory with ~5yo. My process: DVA: Read tutorial dojo's study guide for the exam. Went through Stephane's Udemy course(this was tedious for someone with NO attention span and quite possibly ADHD) Do the udemy practice exams by Stephane AND Tutorial Dojo practice exams. DVA practice exam scores: Tdojo practice exam 1: 64.62% Tdojo practice exam 2: 64.62% Tdojo practice exam 3: 75.38% Tdojo practice exam 4: 83.08% Tdojo practice exam 5: 69.23% Tdojo practice exam 6 (bonus set, this was weird af): 59.09% Tdojo practice exam 1 retake: 89.23%. Udemy practice exam 1: 72% Udemy practice exam 2: 72% Udemy practice exam 3: 70% Udemy practice exam 4: 89% Udemy practice exam 5: 78% Udemy practice exam 6: 70% Actual exam score: 794. SAA: Listened to Stephane's course (not in full as he has a plan for people coming from DVA and what can be skipped) Again read the complete tutorials dojo study guide, highlighting important stuff - this was quicker this time as I already listened to the material in Stephane's course, but it was a good refresher. Then jumped into practice exams, and at the end I discovered some GitHub notes that I'll link below as they were a lifesaver for me personally and I didn't even know they existed until 3 days before my exam. SAA practice exam scores: Tdojo practice exam 1: 72.31%% Tdojo practice exam 2: 72.31% Tdojo practice exam 3: 66.15% Tdojo practice exam 4: 81.54% Tdojo practice exam 5: 70.77% Tdojo practice exam 6: 78.46% Tdojo practice exam 7: 66.15%(I was half asleep and did stupid mistakes so didn't think much of this one) Tdojo practice exam 1 retake: 90.77%. Udemy practice exam 1: 72% Udemy practice exam 2: 80% Actual exam score: 810. In my experience, for DVA tutorial dojo was harder than the actual exam, as there were many many edge cases questions and just remembering a lot of hard limits that were not that relevant in the actual exam. For SAA, they were pretty much at the same level. Also, coming from a development experience, SAA was harder for me even though I did DVA first and had learned much of the domain already. DVA focused on fewer services and goes in depth for them, SAA on the other hand was just way too broad for me and services were popping left and right.. And it's always, ALWAYS many sane scenarios where you have to pick the MOST sane one.. I did both exams two months apart, in an examination center. I read the horror stories of people taking the exam online and I can definitely recommend visiting an examination center for the exam, as you can even take bathroom breaks and just breaks in general. SAA was just exhausting for me and I'm glad I could take a break to drink some water and eat a snack so I can recompose myself and go back to checking my flagged answers.. And one last thing I would like to mention as I rarely saw it mentioned when I was scrolling through this sub. These notes are absolutely perfect for a quick revision before the exam: https://github.com/RonitSachdev/aws-saa-c03-guides/blob/main/topic-guides/00-README.md So a HUGE shoutout to the dev that created these. Mad props! 🙌🏼 The most no-bs revision source by FAR in my experience. Idk if there's also such notes for DVA, I didn't stumble upon anything similar when I was preparing that one.. I guess tdojo's notes are the closest but they're still kinda broad for a times revision. GOOD LUCK EVERYONE! submitted by /u/sneezyDud [link] [comments]
- AWS RDS Oracle blocks Oracle APEX reset_image_prefix.sql — has anyone else encountered this?by /u/Low-Lake5274
I'm running Oracle APEX on Amazon RDS for Oracle, and I'm having an issue with the official Oracle reset_image_prefix.sql script on older APEX versions. The script worked previously, but at some point it started failing on RDS with: ORA-04088: error during execution of trigger 'RDSADMIN.RDS_DDL_TRIGGER2' ORA-00604: error occurred at recursive SQL level 2 ORA-20900: RDS restricted DDL found: CREATE PACKAGE BODY APEX_200200.WWV_FLOW_IMAGE_PREFIX ORA-06512: at "SYS.RDS_SYS_TRIGGER_UTIL108", line 1035 ORA-06512: at line 1 ORA-06512: at "SYS.RDS_SYS_TRIGGER_UTIL2", line 285 ORA-06512: at line 1 ORA-06512: at line 38 ORA-06512: at line 13 The affected environment is APEX 20.2 on RDS. The interesting part is that this appears to be related to how older APEX versions implement IMAGE_PREFIX. APEX 20.2's reset_image_prefix.sql essentially does: declare l_stmt varchar2(4000); begin l_stmt := 'create or replace package body wwv_flow_image_prefix is g_image_prefix_value constant varchar2(255) := ''&IMGPRE''; function g_image_prefix return varchar2 is begin return g_image_prefix_value; end g_image_prefix; end wwv_flow_image_prefix;'; execute immediate l_stmt; end; RDS blocks this because the DDL trigger identifies the CREATE PACKAGE BODY in the APEX schema as restricted DDL. Newer APEX versions (22.2+) don't have this problem because they use a different mechanism: begin wwv_flow_instance_admin.set_parameter( 'IMAGE_PREFIX', '&IMGPRE' ); end; I opened an AWS Support case about this. AWS confirmed that the error is coming from the RDS DDL restriction and escalated it internally. They also mentioned that a similar internal mitigation had previously been applied to the instance for a different DDL-trigger issue. However, the issue remains for APEX 20.2. My questions: Has anyone else encountered this on Oracle APEX 20.2 running on Amazon RDS? Has AWS changed/strengthened the RDS DDL restrictions around APEX schemas recently? Is there an AWS-supported workaround for changing IMAGE_PREFIX on APEX 20.2 without creating/replacing WWV_FLOW_IMAGE_PREFIX? Is upgrading APEX the only realistic solution? For context, I'm referring to Oracle's documentation/blog regarding APEX static resources on a CDN: Oracle APEX – Static Resources on Content Delivery Network I'd particularly like to hear from anyone running APEX 20.2 on RDS who has successfully configured IMAGE_PREFIX to use an external/static resource location. AWS support also said they expect the fix to be rolled out to all the instances via standard patches and updates but to this day it is still not working on any RDS instances apart the one they manually fixed. I don't know how to ensure that proper system wide fix is pushed out to all the RDS instances. submitted by /u/Low-Lake5274 [link] [comments]
- Passed AWS Solutions Architect Professional (SAP-C02) - 845/1000by /u/jadrsamara
Hey everyone! I wanted to share my experience taking and passing the AWS Solutions Architect Professional (SAP-C02) exam. Hopefully this helps anyone preparing for it. # My Background - 4 years of AWS experience, mainly around monitoring, billing, and reporting (CloudWatch, CloudWatch Logs, Athena, Dashboards, Cost Explorer, Budgets). - Serverless automations using Lambda, EventBridge, Boto3, and Secrets Manager. # My Certification Journey - AWS Cloud Practitioner: 821/1000 - AWS Solutions Architect Associate: 843/1000 - AWS Solutions Architect Professional: 845/1000 # How I Prepared Late 2025: I studied for the Associate for around 2 months, but not consistently. Usually around 30 minutes to 2 hours, 3 days a week. After doing some practice exams, I felt I was ready for SAA, but decided to start looking at SAP instead. Feb - Mar 2026: Started Stephane Maarek's SAP-C02 course. Again, I wasn't studying consistently and mostly studied whenever I had free time. April 2026: A job opportunity came up that required SAA, so I switched back to SAA. I spent about a week doing Stephane's practice exams for around 2 hours a day and passed the exam after a week. May – Mid-June: Took a break after SAA. Late June – July: Started preparing for SAP again. I used Neal Davis's 6 practice exams and spent around 2 weeks doing 1–2 hours every other day. Early August: I ramped up and started studying every day, usually 1–3 hours a day, until the exam. I also studied on Stephane Maarek & Abhishek Singh practice exams. # Resources I Used - Stephane Maarek's SAP-C02 course - Neal Davis - 6 practice exams - Stephane Maarek & Abhishek Singh - 3 practice exams # How I Used Practice Exams I averaged around 70% on the practice tests. I didn't really use the practice exams just to see my score. I used them to learn. For each question, if I wasn't 100% sure about something, I looked it up in the AWS documentation or used AI to understand the concept better. This helped me find the areas where I had knowledge gaps. # Topics I Saw a Lot The exam felt heavily focused on: - AWS Organizations and SCPs - Transit Gateway - Migration strategies and AWS migration services - Disaster Recovery - IAM policy evaluation and granular permissions - Networking and enterprise architecture # Few Notes About the Exam - Is SAP much harder than SAA? For me, not really. I found the concepts only a bit harder than SAA. What was harder is SAP had 15 more questions and bigger amount of information in each question compared SAA with the time limit. Some questions are extremely long, and it is easy to spend too much time on one, to help with this I used the exam's highlight tool to only keep key information needed to solve the question. - ESL extension If English isn't your first language, make sure you request the 30-minute ESL extension before the exam. Time is very precious for the SAP exam. - The exam is LONG The exam itself is 3 hours, and with the 30-minute extension + check-in, I was basically sitting there for around 4 hours. Honestly, the mental and physical exhaustion was probably the hardest part for me. - Time management I used the entire 3 hours just to go through all of the 75 questions. I then used the extra 30 minutes to review around 15 questions I had flagged. I ended up only changing 4 answers during the review. # My Biggest Advice Time management is probably the most important thing for SAP. Don't get stuck on one question for too long. Make your best guess, flag it, and move on. Also, prepare yourself mentally for sitting and focusing for 3.5 - 4 hours. And don't worry if you feel less confident during the exam than you did with SAA. I felt much less confident when I submitted SAP compared to when I submitted SAA. I honestly wasn't sure if I passed. Then I got an 845. If you already understand the SAA-level concepts and manage your time well, I think you have a good chance of passing. Of course you need to take SAP practice tests. --- Good luck to everyone preparing! Happy to answer any questions in the comments. Note: I used chatgpt to help me organize my thoughts submitted by /u/jadrsamara [link] [comments]
- Passed the AI Practitioner Examby /u/OpIvy03
First certification in many years. Almost 20 years of IT experience. But definitely enjoyed the challenging concepts and the learning process. Next up is the cloud practitioner exam and then I will figure out what path I would like to build. Good luck everyone on their journey. submitted by /u/OpIvy03 [link] [comments]
- AWS Cloud Practitioner (CLF-C02) - Resources & Prepby /u/Historical-Theory671
submitted by /u/Historical-Theory671 [link] [comments]
- Amazon Emerging Talent Community — Points showing up but no AWS Cloud Practitioner voucher in Rewards. Anyone else?by /u/Far-Chemical-9282
Hi everyone, I'm currently active on the Amazon Emerging Talent Community platform and have been earning points as expected through my activity. However, when I go to redeem points in the Rewards section for the AWS Certified Cloud Practitioner exam voucher, I don't see the option available — the voucher simply isn't showing up for redemption. Has anyone else run into this same issue? If so: Did you find a way to resolve it? Did you reach out to support, and if so, how long did it take to get a response? Is this a known/common bug, or could it be tied to eligibility criteria I might be missing? Any guidance, workarounds, or shared experiences would be really appreciated. Trying to redeem before my points/eligibility window closes. Thanks in advance! r/AWSCertifications r/careerguidance r/freecertification submitted by /u/Far-Chemical-9282 [link] [comments]
- Certification Recommendationsby /u/Old_Negotiation_2308
I have a background in Data Analytics and recently completed my Master’s in Management. Since I’m finding it difficult to break into management roles, I’m considering pivoting toward more technical roles like BIE or Analytics Engineer. What certifications would you recommend that can actually teach me the skills and add credibility to my resume? I’m considering the AWS Data Engineer certification, but I’m wondering if it’s too technical for a BIE role. If it could also open doors to Analytics Engineer or other data roles, I’d be willing to take it. I’m also looking for a mentor who could guide me through this transition. I’d be incredibly grateful if anyone in these fields would be open to a DM and sharing some advice. Thank you! submitted by /u/Old_Negotiation_2308 [link] [comments]
- Free AWS Certification Giveaway - Week 3 Wrapping Up 12PM GMT+1 todayby /u/pjft
Hi all, happy Monday. I hope today's post is alright given last week's circumstances where the post was inactive for multiple days until things were cleared up. I work for OutSystems, and AWS and OutSystems have announced a joint collaboration to deliver a powerful suite of AI capabilities to developers and companies (see links at the end of the post). As part of that collaboration, we ran a limited campaign to offer a free AWS Foundational Certification and a free OutSystems Foundational Certification which you all adhered to. After the first week's immense interest in our AWS/OutSystems campaign and our second week post, having given vouchers to 110 people so far, last week we kicked off the third week of the AWS Certification Giveaway . Posting this here today since this was stopped for several days last week with zero engagement in the community due to external claims that have since been addressed by the mods, so if you'd still like to take part in it, go to https://go.outsystems.com/free-aws-exam and follow the process in the next few hours (it takes 5-10 mins max). Here's a video with the steps to sign up, install, and get to the "create an agentic app" option, and then you just need to follow the steps in the page. In case folks run into issues you can certainly message here with details and I'll do my best to troubleshoot or respond as much as my availability allows, but hopefully the video should help most cases. We will randomly draw the 50 AWS Foundational Certifications by all participants so far who have not yet received one at 12PM GMT+1 and send everyone an email whether they win or not. This takes place in roughly 3 hours' time, and communications will take place in the afternoon GMT+1 timezone. We also have free OutSystems certifications to offer (those are not limited to these 50) as part of the campaign, for those of you who complete our Become an AI Developer training path. Absolutely no purchase, or commercial strings attached - zero subscriptions, credit cards, nothing. The free version is 100% free to sign up for and use. The specifics can be found in all other posts - just posting this here this morning as some folks who might have been interested will have been deterred for a few days because of the top comment in the previous post. I will update this when the draw has taken place and emails have been sent. Good luck everyone and thank you for all the support and interest! submitted by /u/pjft [link] [comments]
- Passed AWS Data Engineer Associate Examby /u/Head-Impression5502
Barely passed it. Personally I believe this a tough exam for an associate level. Tougher then developer associate for sure. I used Mareeks practice tests and the questions in actual exam are a lot harder and detailed. His practice tests don't cover everything on the exam so I suggest you use other platforms too. I was getting 80+ on his practice exams. Aside from main topics like (Redshift, Kinesis, Glue, RDS, etc) definitely go over things like Quicksight, S3, IAM, Databrew, SageMaker etc. This is my second attempt and personally I don't think I could score higher than this and was not planning to take another one if failed. But it worked out 🙂 Good luck everyone! submitted by /u/Head-Impression5502 [link] [comments]
- AWS account suspended 5 days after invoice was paid — production is down and support case remains unansweredby /u/arslan_omni
We are a small startup based in Central Asia, operating through a US company incorporated via Stripe Atlas. Until recently, our AWS usage was covered by approximately $5,000 in AWS credits, so this was our first time dealing directly with an AWS billing issue in nearly a year. On August 2, AWS emailed us saying that the payment from our primary payment method had failed, even though the payment method had sufficient available balance. On August 5, while trying to launch a new EC2 instance, I noticed that the account had been restricted. I checked the Billing Console, found the unpaid invoice, and immediately paid it in full. The invoice is **2756627869**, and its status in AWS is clearly shown as **“Paid.”** We also received the “Thank you for your payment” confirmation email from AWS immediately after paying. However, the account restrictions were not removed. We still could not create a new EC2 instance, so I opened support case **178592227900970**. Four days later, the case still had not been meaningfully handled or assigned. The only response we received was: > “I forwarded your case to the program support team that handles this type of request. A member of that team will contact you soon to help you access your account.” No one contacted us after that. Today, August 10, we received an account suspension notice stating that we must pay the outstanding balance to restore access. However, the outstanding invoice was paid in full five days ago, on August 5, and still shows as **Paid** in the AWS Billing Console. We opened another support case: **178630954400389**. This is now having a severe impact on our business. Our production infrastructure, databases, application code, and customer data are hosted in this AWS account. Our systems are inaccessible, operations are halted, and our customers cannot use the services they depend on. Every hour of downtime is causing additional financial damage and seriously affecting the trust and reputation we have worked hard to build with our customers. We are also extremely concerned about whether our databases, EBS volumes, snapshots, and other customer data are still intact and recoverable. We paid the invoice immediately after discovering the issue, received confirmation from AWS, and contacted support as instructed. Despite doing everything requested, our account was still suspended five days after payment, and we have been unable to get meaningful assistance. Has anyone experienced something similar? Is there any reliable way to escalate an account suspension or billing case to someone at AWS who can manually review the payment, restore the account, and confirm that our data is still preserved? Any help from the AWS team or advice from the community would be greatly appreciated. This is an urgent production outage for a small startup, not a request about launching new infrastructure or receiving billing credits. submitted by /u/arslan_omni [link] [comments]
- Passed the SAA-C03 with a 799!by /u/tnunez2
I’m officially an AWS Certified Solutions Architect – Associate! I passed the SAA-C03 with a score of 799, and I’m honestly pretty damn proud of myself. The exam felt extremely difficult while I was taking it. I walked out convinced that I probably hadn’t passed, so seeing that result was an incredible feeling. I also want to thank everyone in this subreddit. This is where I first learned about Stephane Maarek’s Udemy course, which helped me immensely. I also subscribed to AWS Skill Builder and completed as many of the hands-on labs as I could. submitted by /u/tnunez2 [link] [comments]
- AWS recommends Mail Manager SMTP for new SMTP credentials, bu has a hard, non-adjustable cap of 50by /u/strong1256
I was setting up SMTP credentials in SES and noticed the console now pushes "Mail Manager SMTP" as the recommended path (green "Recommended" badge), over the older "IAM SMTP Credentials" option. It's genuinely nice: managed password rotation, filtering, routing built in and included in the new SES Pricing Plan. But when you check the quota page (https://docs.aws.amazon.com/ses/latest/dg/quotas.html), each Mail Manager SMTP identity is backed by an "authorized ingress endpoint," and the quota for that is: Maximum number of authorized ingress endpoints: 50, not adjustable Compare that to the old IAM SMTP route, where you're really just bound by the IAM users per account quota, which is much higher by default and can be increased via Service Quotas. So the method AWS actively steers you toward in the console has a hard ceiling of 50 distinct SMTP identities per region, with no support ticket that can raise it, while the "legacy" option scales much further. Anyone else run into this? Feels like an odd mismatch between the UI's recommendation and the actual quota table. Curious if this is a known limitation or something the SES team is planning to revisit. https://preview.redd.it/id11u6uy2eih1.png?width=2358&format=png&auto=webp&s=d5a2648e3240027ebd4271727978edbb4f8f2420 submitted by /u/strong1256 [link] [comments]
- New account with quota 0 on aws bedrock frontier models (low usage on the last few months)by /u/Piotr6543
I'm a co-founder of a startup for dietitians, we got some government investment money and with that, got 5000$ in aws credits. I thought it would be a good idea do migrate our infrastructure to aws instead of having it scattered between many platforms. I followed all steps, but got 0 quota for frontier models. print of aws showing 0 quota for anthropic models I tried requesting a quota increase, but got denied automatically. I appealed (case 178625380200871), but though on asking here if there is anything I can do. I do not have much experience with aws, the further I got was managing IAM and EC2 VPSs. We have two big use cases: We use models to suggest changes, extract picture & pdf data, transcribe audios, etc. We use api credits and subscriptions to enable our designers and developers with our own harnesses For the first use case, the available models might be enough, but the second use case, would be a lot better with access to frontier models. For the moment, we have around 400 active dietitians plus their own patients connected. So we are still small, but growing. This is the automatic response I got: ``` Hello, This is an automated confirmation that we have received your service quota increase request for Amazon Bedrock in the US East (Northern Virginia) region for Global cross-region model inference tokens per minute for Anthropic Claude Opus 5 to 30000000. Thank you for your interest in this model. To maintain service quality and ensure a reliable experience for all customers, model access for a given account may depend on factors such as regional availability, account history, and usage patterns. We are unable to approve your request at this time. Accessibility is subject to change automatically as time passes. If you still need help or have questions about your account status, please contact your Account Manager or Solutions Architect. Best regards, Amazon Web Services ``` Is there anything we can do to speed or guarantee access to these models? Either anthropic and openai models are good enough. Having access to these models would increase our chance of surviving the death valley a lot. Thank you guys in advance for any help. Similar case to ours: https://www.reddit.com/r/aws/comments/1u9x5py/bedrock_quota_applied_0_default_is_10000_on_a_new/ submitted by /u/Piotr6543 [link] [comments]
- Claim Checks at Scale: Stop Letting Every Consumer Talk to S3 // sprawl.sysby /u/mooreds
submitted by /u/mooreds [link] [comments]
- Bedrock ThrottlingException "Too many tokens per day" mesmo em conta nova, cota zerada em todos os modelosby /u/mah537
Oi pessoal, estou com um problema há dias e não encontro solução. Minha conta na AWS é nova fiz por conta da certificação e estou com créditos promocionais e com 120 dólares. Mas quando tentar usar o Amazon Bedrock, recebo sempre: ThrottlingException: Too many tokens per day, please wait before trying again. Gente eu ainda estou aprendendo e até agora não consegui testar nada pq sempre aparece isso, alguém consegue me ajudar por favor? submitted by /u/mah537 [link] [comments]
- SES Virtual Delivery Manager does not show BCC mailsby /u/mx-04
Hi, whats the reason why the AWS SES Virtual Delivery Manager „Messages table“ is not showing sent mails which had at least one BCC recipient? https://docs.aws.amazon.com/ses/latest/dg/vdm-dashboard.html To me this does not make any sense. submitted by /u/mx-04 [link] [comments]
- Notes for last day exam revision! SAA-CO3by /u/SuperbPlankton4357
Hello, so my exam is tomorrow and I was wondering if anyone has some good notes for last day! submitted by /u/SuperbPlankton4357 [link] [comments]
- Passed AWS Certified Al Practitionerby /u/ind-kiwicoder
My first AWS certification. Prepared for 3 weeks, did Stephane Maarek course on Udemy and Tutorial dojo exams. Thanks to this community for the guidance. submitted by /u/ind-kiwicoder [link] [comments]
- Prep for "AWS Certified Solutions Architect – Professional"by /u/Mind_Silent
Hey, I have been preparing for the exam via Marek's Udemy course, but I am not sure if that's enough. So What resource provides a set of test questions that a very similar to the real exam? What can I use to further improve my theory knowledge? What would you suggest? submitted by /u/Mind_Silent [link] [comments]
- Consultants/Agencies using Amazon SES for multiple clients: how are you managing access and setup today?by /u/Pam_Schrute
For agencies or consultants managing Amazon SES for multiple clients: 1) Do you use each client’s AWS account, or send through an agency-owned account? 2) How does the client grant you access without sharing permanent AWS credentials? 3) What is the most difficult or time-consuming part of setting up and managing SES for clients? I’m researching how this is handled in practice. If you have experience with this, I’d really appreciate a short answer. submitted by /u/Pam_Schrute [link] [comments]
- Consegui um estágio em devopsby /u/DangerousStation1007
Consegui um estágio em devops numa consultoria, fazemos migrações e sustentação de diversos sistemas, quase tudo AWS,tem incentivo a certificações, estou muito feliz, alguém poderia me dar dicas para eu aproveitar isso ao máximo e o quanto antes conseguir uma vaga boa de verdade, tenho 18 anos e queria aos 25 estar num ótimo emprego , queria dicas de cursos, qual certificação tirar e qual tecnologia mais vai me ajudar a me consolidar no mercado submitted by /u/DangerousStation1007 [link] [comments]
- AWS GovCloud supporting Lambda SnapStart for Pythonby /u/cruser10
Any ideas on when AWS GovCloud will support Lambda SnapStart for Python? Currently, it's restricted to commercial. submitted by /u/cruser10 [link] [comments]
- Where to found resource to learn networking?by /u/Financial_Job_1564
Can someone help me to find a resource to learn basic-advanced networking for Cloud Computing? submitted by /u/Financial_Job_1564 [link] [comments]
- Help with restoration of account / How to contact AWS supportby /u/ALior1
Hi, I have an account that I didn't logged in to it, for a year with a couple of iam users. I can't login in to neither of them (root/iam). I wrote to support twice, a case was opened two weeks ago. No one returned to me. The passwords are in the browser password manager. I have the email which is my college email. (Each grad gets one) I am also the owner of the credit card... How can I reactivate the account or find out what happened? Thanks, P.S: The aws support guy from the comments, just told me that they sent a mail that i opened the case 2 weeks ago I cant create a new account using my emails and when trying to logged-in the error message is that the account does not exist.. AWS really should address this issue. https://preview.redd.it/1silrz5kj5ih1.png?width=500&format=png&auto=webp&s=25849223e9d3654db709e4cd57c06baec4b0295e submitted by /u/ALior1 [link] [comments]
- Bedrock is an exclusionist and outdated platform for AIby /u/HeyItsFudge
My start up is trying to access the current Claude models. Support tells me: To maintain the performance of the service and to ensure appropriate usage of Amazon Bedrock, model access for a given account may depend on regional factors, payment history, and fraudulent usage. We cannot approve your request at this time. Accessibility is subject to change automatically as time passes. Provided you’re not breaking ToS, if you're not spending over the magic threshold you can only access outdated models? What kind of service is that? Then there’s open source models. Did AWS give up providing these? Frankly models such as DeepSeek flash v4 0731 brings me joy because it’s a sign this sort of business tact is on deaths door. AWS is structurally too slow to be your source of truth for the frontier. I raised this ticket for access to Opus 4.8. By the time they replied Opus 5 was out. /rant submitted by /u/HeyItsFudge [link] [comments]
- The amount of untested AI code being pushed directly to cloud staging is getting wildby /u/Cyn3ux
Is anyone else dealing with junior devs or product managers blindly throwing AI-generated configs into staging without checking dependencies? We had our main dev cluster lock up twice this week because someone pasted an auto-generated deployment script that created a recursive loop in our build pipeline. It feels like "vibe coding" has completely taken over, and suddenly people expect the infrastructure layer to just magically heal itself whenever broken YAML gets pushed. Spent most of yesterday afternoon cleaning up orphaned resources and re-architecting our environment boundaries. I was browsing through some modular cloud architecture breakdowns while trying to clean up our setup, and it just made me realize how much bloat we've accumulated over the past year. If your underlying infrastructure rules aren't strictly isolated, AI tools will literally find every single crack and break it. Genuinely considering locking down PR permissions for configuration files until people learn to actually validate what their LLMs are outputting. How is your team handling this lately? submitted by /u/Cyn3ux [link] [comments]
- Runtime instances: persistent compute for production AI agents on Amazon Bedrock AgentCoreby /u/aktiv13
submitted by /u/aktiv13 [link] [comments]
- AWS billing case still unassigned after 5 daysby /u/Joseph_Jostar1920
I accidentally bought an exportable ACM certificate and was charged CAD $236.44. I deleted it as soon as I noticed and opened a billing case asking for a one-time refund, but it’s been 5 days and the case is still Unassigned. I only have Web support, no chat or phone. Is there any way to get someone from AWS to look at the case, or do I just have to wait? submitted by /u/Joseph_Jostar1920 [link] [comments]
- AIF 50% + CLF FREE - AWS OFFICIAL COUPONby /u/VelkiaHI
Hey guys, I was scrolling around envue right now and noticed a new promo You get 50% off the AWS Certified AI Practitioner exam, and if you pass it by September 30, you’ll get a FREE voucher for the AWS Certified Cloud Practitioner exam. Promo code: AIF2CLOUD Pretty good deal for anyone planning to take both AIF and CLF. submitted by /u/VelkiaHI [link] [comments]
- Frequently Asked Questions on this subreddit.by /u/madrasi2021
Before posting a question, please see if it is already answered below (especially if you are new to this subreddit). It saves us a lot of work repeatedly answering the same questions. If you are looking for resources to study for Certifications, please make sure you have reviewed the official AWS Certification page first and then use the exam code for resources guides below. Vouchers / Discounts for 2026 AWS Certification Exams Recommended study resources for Foundational level Exams Cloud Practitioner CCP/CLF AI Practitioner AIF Recommended study resources for Associate Level Exams Solutions Architect SAA Developer DVA Data Engineer DEA Machine Learning MLA CloudOps (prev. SysOps) SOA Recommended study resources for Professional Level Exams SA Professional SAP DevOps Professional DOP Gen AI Developer Professional AIP Recommended study resources for Specialty Level Exams Security SCS Advanced Networking ANS How long do results take and why did I not get a Pass/Fail on completing exam? Absolute Beginners guide to skilling up for FREE (not certifications). Also see the section on Free Micro Credentials. Free Learning / Digital Badges : Beginner level , Intermediate Level (not certifications) -if you cannot afford the exams and want something to boost your resume - start here and also read 32 Knowledge Badges What happened to Emerging Talent Community (ETC) rewards? Should I buy Tutorialsdojo via Udemy or their website? 50% off any other AWS exam if you pass any AWS Exam - All your Exam Benefit questions answered How much % pass do I need on practice exams? leaving blank Projects and Hands on practice Complimentary hands on validation via official FREE Microcredentials New Rule - No resale / transfer of 50% exam benefit vouchers in this subreddit submitted by /u/madrasi2021 [link] [comments]
Reference: https://enoumen.com/2019/06/23/aws-solution-architect-associate-exam-prep-facts-and-summaries-questions-and-answers-dump/
AWS Certified Developer Associate exam: Whitepapers
AWS has provided whitepapers to help you understand the technical concepts. Below are the recommended whitepapers for the AWS Certified Developer – Associate Exam.
- Overview of Amazon Web Services
- Architecting for the Cloud: AWS Best Practices
- AWS Security Best Practices whitepaper, August 2016
- AWS Well-Architected Framework whitepaper, November 2017 Version 1.3 DVA-C01 Page |2
- Architecting for the Cloud AWS Best Practices whitepaper, February, 2016
- Practicing Continuous Integration and Continuous Delivery on AWS Accelerating Software Delivery with DevOps whitepaper, June 2017
- Microservices on AWS whitepaper, September 2017
- Serverless Architectures with AWS Lambda whitepaper, November 2017
- Optimizing Enterprise Economics with Serverless Architectures whitepaper, October 2017
- Running Containerized Microservices on AWS whitepaper, November 2017
- Blue/Green Deployments on AWS whitepaper, August 2016
Online Training and Labs for AWS Certified Developer Associates Exam
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
AWS Developer Associates Jobs
AWS Certified Developer-Associate Exam info and details, How To:
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
The AWS Certified Developer Associate exam is a multiple choice, multiple answer exam. Here is the Exam Overview:
- Certification Name: AWS Certified Developer Associate.
- Prerequisites for the Exam: None.
- Exam Pattern: Multiple Choice Questions
- The AWS Certified Developer-Associate Examination (DVA-C01) is a pass or fail exam. The examination is scored against a minimum standard established by AWS professionals guided by certification industry best practices and guidelines.
- Your results for the examination are reported as a score from 100 – 1000, with a minimum passing score of 720.
- Exam fees: US $150
- Exam Guide on AWS Website
- Available languages for tests: English, Japanese, Korean, Simplified Chinese
- Read AWS whitepapers
- Register for certification account here.
- Prepare for Certification Here
Exam Content Outline
Domain % of Examination Domain 1: Deployment (22%)
1.1 Deploy written code in AWS using existing CI/CD pipelines, processes, and patterns.
1.2 Deploy applications using Elastic Beanstalk.
1.3 Prepare the application deployment package to be deployed to AWS.
1.4 Deploy serverless applications22% Domain 2: Security (26%)
2.1 Make authenticated calls to AWS services.
2.2 Implement encryption using AWS services.
2.3 Implement application authentication and authorization.26% Domain 3: Development with AWS Services (30%)
3.1 Write code for serverless applications.
3.2 Translate functional requirements into application design.
3.3 Implement application design into application code.
3.4 Write code that interacts with AWS services by using APIs, SDKs, and AWS CLI.30% Domain 4: Refactoring
4.1 Optimize application to best use AWS services and features.
4.2 Migrate existing application code to run on AWS.10% Domain 5: Monitoring and Troubleshooting (10%)
5.1 Write code that can be monitored.
5.2 Perform root cause analysis on faults found in testing or production.10% TOTAL 100%
AWS Certified Developer Associate exam: Additional Information for reference
Below are some useful reference links that would help you to learn about AWS Certified Developer Associate Exam.
- Developing on AWS: An instructor-led live or virtual 3-day course
- https://aws.amazon.com/certification/faqs/
- AWS Digital Training: Application Services, Developer Tools, and other services covered on the exam
- Prepare for AWS Certification
- AWS EC2 Instance info
- AWS Certified Developer Associate Exam Guide
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
Other Relevant and Recommended AWS Certifications

The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
- AWS Certified Cloud Practitioner
- AWS Certified Solutions Architect – Associate
- AAWS Certified Developer – Associate
- AWS Certified SysOps Administrator – Associate
- AWS Certified Solutions Architect – Professional
- AWS Certified DevOps Engineer – Professional
- AWS Certified Big Data Specialty
- AWS Certified Advanced Networking.
- AWS Certified Security – Specialty
Other AWS Facts and Summaries and Questions/Answers Dump
- AWS S3 facts and summaries and Q&A Dump
- AWS DynamoDB facts and summaries and Questions and Answers Dump
- AWS EC2 facts and summaries and Questions and Answers Dump
- AWS Serverless facts and summaries and Questions and Answers Dump
- AWS Developer and Deployment Theory facts and summaries and Questions and Answers Dump
- AWS IAM facts and summaries and Questions and Answers Dump
- AWS Lambda facts and summaries and Questions and Answers Dump
- AWS SQS facts and summaries and Questions and Answers Dump
- AWS RDS facts and summaries and Questions and Answers Dump
- AWS ECS facts and summaries and Questions and Answers Dump
- AWS CloudWatch facts and summaries and Questions and Answers Dump
- AWS SES facts and summaries and Questions and Answers Dump
- AWS EBS facts and summaries and Questions and Answers Dump
- AWS ELB facts and summaries and Questions and Answers Dump
- AWS Autoscaling facts and summaries and Questions and Answers Dump
- AWS VPC facts and summaries and Questions and Answers Dump
- AWS KMS facts and summaries and Questions and Answers Dump
- AWS Elastic Beanstalk facts and summaries and Questions and Answers Dump
- AWS CodeBuild facts and summaries and Questions and Answers Dump
- AWS CodeDeploy facts and summaries and Questions and Answers Dump
- AWS CodePipeline facts and summaries and Questions and Answers Dump
AWS Certified Developer Associate exam: Whitepapers
AWS has provided whitepapers to help you understand the technical concepts. Below are the recommended whitepapers for the AWS Certified Developer – Associate Exam.
- Overview of Amazon Web Services
- Architecting for the Cloud: AWS Best Practices
- AWS Security Best Practices whitepaper, August 2016
- AWS Well-Architected Framework whitepaper, November 2017 Version 1.3 DVA-C01 Page |2
- Architecting for the Cloud AWS Best Practices whitepaper, February, 2016
- Practicing Continuous Integration and Continuous Delivery on AWS Accelerating Software Delivery with DevOps whitepaper, June 2017
- Microservices on AWS whitepaper, September 2017
- Serverless Architectures with AWS Lambda whitepaper, November 2017
- Optimizing Enterprise Economics with Serverless Architectures whitepaper, October 2017
- Running Containerized Microservices on AWS whitepaper, November 2017
- Blue/Green Deployments on AWS whitepaper, August 2016
Online Training and Labs for AWS Certified Developer Associates Exam
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
AWS Developer Associates Jobs
AWS Certified Developer-Associate Exam info and details, How To:
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
The AWS Certified Developer Associate exam is a multiple choice, multiple answer exam. Here is the Exam Overview:
- Certification Name: AWS Certified Developer Associate.
- Prerequisites for the Exam: None.
- Exam Pattern: Multiple Choice Questions
- The AWS Certified Developer-Associate Examination (DVA-C01) is a pass or fail exam. The examination is scored against a minimum standard established by AWS professionals guided by certification industry best practices and guidelines.
- Your results for the examination are reported as a score from 100 – 1000, with a minimum passing score of 720.
- Exam fees: US $150
- Exam Guide on AWS Website
- Available languages for tests: English, Japanese, Korean, Simplified Chinese
- Read AWS whitepapers
- Register for certification account here.
- Prepare for Certification Here
Exam Content Outline
Domain % of Examination Domain 1: Deployment (22%)
1.1 Deploy written code in AWS using existing CI/CD pipelines, processes, and patterns.
1.2 Deploy applications using Elastic Beanstalk.
1.3 Prepare the application deployment package to be deployed to AWS.
1.4 Deploy serverless applications22% Domain 2: Security (26%)
2.1 Make authenticated calls to AWS services.
2.2 Implement encryption using AWS services.
2.3 Implement application authentication and authorization.26% Domain 3: Development with AWS Services (30%)
3.1 Write code for serverless applications.
3.2 Translate functional requirements into application design.
3.3 Implement application design into application code.
3.4 Write code that interacts with AWS services by using APIs, SDKs, and AWS CLI.30% Domain 4: Refactoring
4.1 Optimize application to best use AWS services and features.
4.2 Migrate existing application code to run on AWS.10% Domain 5: Monitoring and Troubleshooting (10%)
5.1 Write code that can be monitored.
5.2 Perform root cause analysis on faults found in testing or production.10% TOTAL 100%
In this AWS tutorial, we are going to discuss how we can make the best use of AWS services to build a highly scalable, and fault tolerant configuration of EC2 instances. The use of Load Balancers and Auto Scaling Groups falls under a number of best practices in AWS, including Performance Efficiency, Reliability and high availability.
Before we dive into this hands-on tutorial on how exactly we can build this solution, let’s have a brief recap on what an Auto Scaling group is, and what a Load balancer is.
Autoscaling group (ASG)
An Autoscaling group (ASG) is a logical grouping of instances which can scale up and scale down depending on pre-configured settings. By setting Scaling policies of your ASG, you can choose how many EC2 instances are launched and terminated based on your application’s load. You can do this based on manual, dynamic, scheduled or predictive scaling.
Elastic Load Balancer (ELB)
An Elastic Load Balancer (ELB) is a name describing a number of services within AWS designed to distribute traffic across multiple EC2 instances in order to provide enhanced scalability, availability, security and more. The particular type of Load Balancer we will be using today is an Application Load Balancer (ALB). The ALB is a Layer 7 Load Balancer designed to distribute HTTP/HTTPS traffic across multiple nodes – with added features such as TLS termination, Sticky Sessions and Complex routing configurations.
Getting Started
First of all, we open our AWS management console and head to the EC2 management console.
We scroll down on the left-hand side and select ‘Launch Templates’. A Launch Template is a configuration template which defines the settings for EC2 instances launched by the ASG.
Under Launch Templates, we will select “Create launch template”.
We specify the name ‘MyTestTemplate’ and use the same text in the description.
Under the ‘Auto Scaling guidance’ box, tick the box which says ‘Provide guidance to help me set up a template that I can use with EC2 Auto Scaling’ and scroll down to launch template contents.
When it comes to choosing our AMI (Amazon Machine Image) we can choose the Amazon Linux 2 under ‘Quick Start’.
The Amazon Linux 2 AMI is free tier eligible, and easy to use for our demonstration purposes.
Next, we select the ‘t2.micro’ under instance types, as this is also free tier eligible.
Under Network Settings, we create a new Security Group called ExampleSG in our default VPC, allowing HTTP access to everyone. It should look like this.
AWS Certified Developer Associate exam: Additional Information for reference
Below are some useful reference links that would help you to learn about AWS Certified Developer Associate Exam.
- Developing on AWS: An instructor-led live or virtual 3-day course
- https://aws.amazon.com/certification/faqs/
- AWS Digital Training: Application Services, Developer Tools, and other services covered on the exam
- Prepare for AWS Certification
- AWS EC2 Instance info
- AWS Certified Developer Associate Exam Guide
The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
Other Relevant and Recommended AWS Certifications

The Cloud is the future: Get Certified now.
The AWS Certified Solution Architect Average Salary is: US $149,446/year. Get Certified with the App below:
- AWS Certified Cloud Practitioner
- AWS Certified Solutions Architect – Associate
- AAWS Certified Developer – Associate
- AWS Certified SysOps Administrator – Associate
- AWS Certified Solutions Architect – Professional
- AWS Certified DevOps Engineer – Professional
- AWS Certified Big Data Specialty
- AWS Certified Advanced Networking.
- AWS Certified Security – Specialty
Other AWS Facts and Summaries and Questions/Answers Dump
- AWS S3 facts and summaries and Q&A Dump
- AWS DynamoDB facts and summaries and Questions and Answers Dump
- AWS EC2 facts and summaries and Questions and Answers Dump
- AWS Serverless facts and summaries and Questions and Answers Dump
- AWS Developer and Deployment Theory facts and summaries and Questions and Answers Dump
- AWS IAM facts and summaries and Questions and Answers Dump
- AWS Lambda facts and summaries and Questions and Answers Dump
- AWS SQS facts and summaries and Questions and Answers Dump
- AWS RDS facts and summaries and Questions and Answers Dump
- AWS ECS facts and summaries and Questions and Answers Dump
- AWS CloudWatch facts and summaries and Questions and Answers Dump
- AWS SES facts and summaries and Questions and Answers Dump
- AWS EBS facts and summaries and Questions and Answers Dump
- AWS ELB facts and summaries and Questions and Answers Dump
- AWS Autoscaling facts and summaries and Questions and Answers Dump
- AWS VPC facts and summaries and Questions and Answers Dump
- AWS KMS facts and summaries and Questions and Answers Dump
- AWS Elastic Beanstalk facts and summaries and Questions and Answers Dump
- AWS CodeBuild facts and summaries and Questions and Answers Dump
- AWS CodeDeploy facts and summaries and Questions and Answers Dump
- AWS CodePipeline facts and summaries and Questions and Answers Dump
AWS Certifications Breaking News and Top Stories
- Any thoughts on Eduwise Solutionsby /u/Technical-Hornet-14
Came across https://eduwise.solutions/, they claim to be official AWS partner. They are providing AWS certifications voucher on 75% discount. submitted by /u/Technical-Hornet-14 [link] [comments]
- Passed: AWS Certified AI Practitionerby /u/ArchitecTJ94
All that ... for the score of 813/1000. I thought the result would be somewhere 900-ish. I thought I was "Confident". Turns out I was "Arrogant". What I went through to prep the exam: Took a quick peek at "Exam Prep Plan Overview: AWS Certified AI Practitioner (AIF-C01 - English)" Studied "AWS Artificial Intelligence Practitioner Learning Plan" (Finished all 8 Digital Courses in it) Took a quick peek at "Exam Guide (AIF-C01)" Studied "Exam Prep Plan: AWS Certified AI Practitioner (AIF-C01 - English)" (I don't have a subscription so I went through all the free resources (Practice Questions and Domain Review) only) Watched the first 40 minutes of "AWS Certified AI Practitioner (AIF-C01) – Full Course to PASS the Certification Exam" Youtube video from freeCodeCamp In short, after knowing my score, my final words are ...... I NEED MOooore POWWWER!!! submitted by /u/ArchitecTJ94 [link] [comments]
- Evaluating Amazon Connect Customer AI Agents with DeepEval for MRMby /u/goguppy
Hi all, sharing a post that means something to me, and may mean something to you depending on where and what you're building 🙂 Disclosure: I am an AWS employee and moderator - this does not mean you should upvote automatically or similar. My colleague and I wrote this to help others facing similar challenges. In simpler terms: if you're building for a regulated customer, it's likely to fall under a compliance framework and be subject to model risk management rules. What does that mean for you, the builder? Well, an independent party (audit? compliance? Model Risk Management teams?) needs to evaluate the outputs your workload is producing. To accommodate that eval request, we walk through an automated evaluation pipeline using DeepEval (open source) with an LLM judge running on Amazon Bedrock in your own account, so no test data leaves your environment. It covers testing both the tool-execution layer and full conversations, and produces CSV/JSON/Markdown reports those compliance teams can actually review. We also cover options for wiring it into a CI/CD pipeline, more theoretical than prescriptive, but enough to point you in a direction. Thanks for reading! submitted by /u/goguppy [link] [comments]
- rain has been deprecatedby /u/evilneuro
over the last couple of years, rain has become my favourite way to deploy cfn stacks. now it has been deprecated. [insert deep sigh here] I get that this was a tooling side-mission for some AWS employees, but I wonder how easy/hard it would be for maintenance to be picked up by the community? Rain is no longer actively maintained and has been deprecated. We are no longer accepting feature requests, and issues and pull requests may not be reviewed or merged. The repository will remain available in an archived, read-only state so that existing users can continue to reference the source and prior releases. Existing binaries and releases will continue to be available on the releases page, but no new releases, bug fixes, or security patches are planned. We recommend migrating to actively supported alternatives such as the AWS CLI for CloudFormation operations, the AWS CDK for authoring reusable infrastructure components such as modules, cfn-lint for template validation, and cfn-guard for policy checks. Thank you to everyone who contributed to and used Rain over the years. https://github.com/aws-cloudformation/rain/blob/main/README.md https://github.com/aws-cloudformation/rain/pull/801 submitted by /u/evilneuro [link] [comments]
- How to trigger a cold start of a Lambda?by /u/FransUrbo
We're using a Lambda, deployed from an ECR repo image, triggered by SQS. In case of failure of the Lambda, SQS will put the message in a DLQ. We had an incident a few weeks ago, where a faulty ECR lifetime policy had deleted the image, so the Lambda wouldn't run. We don't expect that to happen again (I've since tweaked and hopefully (!!) fixed the policy), but just to make sure, we've created some alarms on the DLQ. If there's messages in there, the Lambda - technically "The Message Delivery Process" 🙂 - have failed. It's not fool proof, but simplest we can do at this point. And what we *actually* want, to monitor problems with the message delivery, not just the Lambda itself. However, testing this change have proven quite difficult! The Lambda can't be created without a valid image, but deleting it afterwards does not change anything - the Lambda still triggers and works exactly as it should! I've tried all the usual suggestions here and elsewhere (update the description, memory, environment variable, bump the version), but it still runs. From my understanding, it runs from the/a "warm-start image". So how can I, in my use-case, trigger a cold-start on the next invocation? IF (!) I understand this correctly, the cold-start is 1) download the image from ECR, and 2) load that image into the .. "warm-start repo" locally. I obviously can't update the code or recreate the function, because that would mean I need a valid image - I'm trying to simulate what happens if (when!?) that image is removed/deleted. submitted by /u/FransUrbo [link] [comments]
- AWS direct connect availability zonesby /u/Hot-Luck7133
Whats with direct connect AZs ? For example, if i want a connection in slough, why do I see two options like eu-west-1 and eu-west-2 ? Does it actually matter which az I choose ? submitted by /u/Hot-Luck7133 [link] [comments]
- Passed Machine Learning Associate todayby /u/RecoverOld9545
Scored 775 and I used all my time with about 25 minutes left over to review. Trained on Stephane Maarek's 3 practice exams on Udemy to where I was getting mid 80's in test mode. Studied flash cards and did thorough postmortem reviews of exam results. Most importantly: use Claude to ask it to make flash cards for service distinctions and trigger words. Near the end of your prep have Claude ask you short questions to pick your brain and that will help you know what to focus on. Yes ChatGPT works as well but Claude has much better language capabilities and explains things much better. submitted by /u/RecoverOld9545 [link] [comments]
- Best approach for serving public images from an S3 bucketby /u/Opposite_Seat_2286
Hi everyone, I recently built a microservice that integrates with AWS (using the AWS SDK) to handle file management. The upload flow is working well it's done through presigned URLs between my application's backend and this file microservice. My question is about the best approach for listing/displaying these images. For context: imagine a product catalog where the customer uploads images for each product. The whole upload flow goes through the application backend and the file microservice. What I'm trying to figure out is the best way to make these images publicly available for display. The issues I see with using presigned URLs for GET: Presigned URLs are expirable, so they aren't ideal for continuous display. If the image GET went through the microservice itself, I'd have to keep hitting it repeatedly just to generate the read presigned URLs, which adds a lot of overhead. From what I've researched, there are other approaches, like putting Cloudflare (or a similar CDN) in front of the bucket, serving the images publicly with caching, without having to generate presigned URLs on every request. My questions: What would be the most recommended approach for this scenario (public product images)? Does it make sense to keep the bucket private and serve it via CDN, or would another strategy be better (public bucket, CloudFront + OAC, etc.)? How do you handle this in production? Thanks in advance for any guidance! submitted by /u/Opposite_Seat_2286 [link] [comments]
- Passed AWS CLF-C02by /u/Remarkable_Sale1139
Gave the exam today and it showed PASS. However, once the exam got over, I didnt recieve any confirmation mail or anything and on the AWS exam dashboard it still shows Scheduled Exam: Cloud Practitioner. Is this normal or should I contact support? I know scorecards take 1-5 days to arrive but do we not recieve any email confirmation of sorts? submitted by /u/Remarkable_Sale1139 [link] [comments]
- [Advice/ Recom]How much prep. And Resources for AWS Solutions Architect Professional (SAP-C02) with my background?by /u/JorCampBel
Hi everyone, I'm planning to start preparing for the AWS Certified Solutions Architect – Professional (SAP-C02) and I'd like to get some advice from people who have already passed it. A little background, without getting too specific about my personal details: My career has been a bit of a mix between software development, networking, automation/monitoring, cloud and application architecture. I started with roughly a year working as a software/application development intern. After that, I had some exposure to networking, and later worked with monitoring, automation and security. For the last few years, most of my work has involved applications and cloud environments, particularly Azure, including things such as PaaS services, containers/Kubernetes, monitoring/observability, automation and application integration. I'm currently working in an application architecture role. My current certifications include: Microsoft Certified: Azure Solutions Architect Expert Azure Administrator Associate (AZ-104) Azure Developer Associate (AZ-204) AWS Certified Solutions Architect – Associate AWS Certified Cloud Practitioner KCNA LPI DevOps Tools Engineer CompTIA Network+ ITIL Foundation A few Azure fundamentals certifications So I already have a reasonably broad background in cloud architecture, but there is an important caveat: My real-world professional experience is considerably stronger in Azure than in AWS. I passed AWS SAA, understand the main AWS services and architectural concepts, and many of the general architecture principles transfer quite naturally between Azure and AWS, but I don't want to underestimate SAP-C02 just because I already hold Azure Solutions Architect Expert. I recently prepared for AZ-305 quite intensively and found that I really enjoy the architecture/design side of cloud certifications, so AWS Solutions Architect Professional is probably going to be my final major certification for a while. My questions for people who have passed SAP-C02 are: How big is the jump from SAA-C03 to SAP-C02 in practice? With my background, how many weeks/hours of preparation would you realistically expect? Which topics should I go particularly deep into? Are there areas where people coming mainly from Azure tend to struggle? How much hands-on AWS practice would you recommend before attempting the exam? What study materials would you recommend as the best ones for SAP-C02? Courses, books, AWS Skill Builder, whitepapers, documentation, YouTube channels, etc. How close are Tutorials Dojo practice exams to the reasoning required in the real exam? Would you recommend going through AWS Skill Builder / official documentation first and then doing practice exams, or following a structured course? Is there anything you wish you had studied more before taking SAP-C02? For my recent Azure exams, the study method that worked best for me was essentially: official documentation → structured notes → labs → practice questions → identify weak areas → go back to documentation I also use ChatGPT quite heavily as a study assistant to turn official documentation into comparisons, summaries and difficult scenario-based questions, while keeping the vendor documentation as the source of truth. I'm thinking of using essentially the same strategy for SAP-C02. At the moment I'm estimating something like 2–3 months of serious preparation, but I'd be interested to hear whether that sounds reasonable given my background or whether I'm underestimating the exam. I'm not in a rush to collect another badge. Since this will probably be my last certification for a while, I'd rather use the preparation to actually become much better at AWS architecture rather than just learn enough to pass the exam. Any advice from people who have already taken SAP-C02 would be greatly appreciated. Thanks! submitted by /u/JorCampBel [link] [comments]
I Passed AWS Developer Associate Certification DVA-C01 Testimonials
Passed DVA-C01
Passed the certified developer associate this week.
Primary study was Stephane Maarek’s course on Udemy.
I also used the Practice Exams by Stephane Maarek and Abhishek Singh.
I used Stephane’s course and practice exams for the Solutions Architect Associate as well, and find his course does a good job preparing you to pass the exams.
The practice exams were more challenging than the actual exam, so they are a good gauge to see if you are ready for the exam.
Haven’t decided if I’ll do another associate level certification next or try for the solutions architect professional.
Cleared AWS Certified Developer – Associate (DVA-C01)
I cleared Developer associate exam yesterday. I scored 873.
Actual Exam Exp: More questions were focused on mainly on Lambda, API, Dynamodb, cloudfront, cognito(must know proper difference between user pool and identity pool)
3 questions I found were just for redis vs memecached (so maybe you can focus more here also to know exact use case& difference.) other topic were cloudformation, beanstalk, sts, ec2. Exam was mix of too easy and too tough for me. some questions were one liner and somewhere too long.
Resources: The main resources I used was udemy. Course of Stéphane Maarek and practice exams of Neal Davis and Stéphane Maarek. These exams proved really good and they even helped me in focusing the area which I lacked. And they are up to the level to actual exam, I found 3-4 exact same questions in actual exam(This might be just luck ! ). so I feel, the course of stephane is more than sufficient and you can trust it. I have achieved solution architect associate previously so I knew basic things, so I took around 2 weeks for preparation and revised the Stephen’s course as much as possible. Parallelly I gave the mentioned exams as well, which guided me where to focus more.
Thanks to all of you and feel free to comment/DM me, if you think I can help you in anyway for achieving the same.
Passed the Developer Associate. My Notes.
There was more SNS “fan out” options. None of the Udemy or Tutorial Dojo tests had that.
They aren’t joking about the 30 min check I and expiring your exam if you don’t check in at least 15 mins before hand.
When you finish do a pass over review for multi select questions and check the number required.
Review again and look for gotcha phrases like “least operational cost”, “fastest solution”, “most secure”, and “least expensive”. Change your answers of you put on what “you” would do.
Watch out for questions that mention services that don’t really have anything to do with the problem.
Look at every service mentioned in the question. You can probably think of a better stack for the solution but just adhere to what the present.
If you are clueless of an answer start by ruling out the ones you KNOW are wrong and then guess.
Take as many practice exams like tutorial dojo as you can. On review filter out the review for “incorrect”. Open another tab on the subject and read up or book mark it.
I would get 50-60% first pass at each exam. Then 85-95% after reading the answer and the open tabs and book marks.
If taking the Pearson proctored online test down load the OnVue App as soon as you can. Installing that thing made me miss the 15 min window and I had to rebook and pay. Their checkin is confusing between all the cert portals and their own site. Just use the “Manage Pearson Exams” from the aws cert portal to force auth to theirs.
New versions of the Developer (Associate) and DevOps Engineer (Professional) exams in Feb/March 2023
AWS Certified Developer – Associate
Current version: DVA-C01
New version: DVA-C02
Last day to take the current exam: 2023-02-27
Registration open for the updated exam: 2023-01-31
First day to take the updated exam: 2023-02-28
AWS Certified DevOps Engineer – Professional
Current version: DOP-C01
New version: DOP-C02
Last day to take the current exam: 2023-03-06
Registration open for the updated exam: 2023-01-31
First day to take the updated exam: 2023-03-07
Both updates were posted on 2022-10-04 on https://aws.amazon.com/certification/coming-soon/. The exam guides and practice questions are also available there.
Passed DVA-C01 scored 910
Past January as usual I chose some goals to achieve during 2022, including to obtain an AWS certification. In February I started studying using the Pluralsight platform. The course for developers is a good introduction but is messy sometimes. At the end of the course I had a big picture of the main AWS services but I was really confused by all the different topics. Pluralsight offers alsl some labs that allowed me to practice with AWS services because I my work wasn’t related to cloud.
Then a senior engineer suggested me to study using ACloudGuru platform and I loved their contents. They focus only on the details necessary for the exam. During the videos they show useful list to summarize services and tables to compare them. Moreover they offer a quite unrestricted playground where to put your hands. So i could try their labs but also try my first cloudformation scripts and lambdas. There are also 4 practice exams that are very similar to real questions. Even though their platform is buggy sometimes, the subscription was worth it.
At the same time I purchased the pack of practice questions from Jon Bonso on Udemy and indeed the answer explainations are very detailed and very useful.
For practicing more, I was adding wrong questions to the Anki desktop application but I was revising them on my phone whenever I could. I ended up with 150 different questions on Anki.
In the meantime, in August I left my software engineer job because my boss told me that I was not able to work with cloud technologies. In september I started a new job as cloud engineer in a new company. Finally, in October I passed the Developer Associate exam and I scored 910.
I put a lot of effort into prepare the exam and eventually i got it! However I believe this is just my first step and I want to keep studying. My next objective is the Solutions Architect Associate certification.
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