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| Section | Weight | Objectives |
|---|
| Deployment | 24% | - Implement CI/CD pipelines
- 1. Use AWS CodePipeline, CodeBuild, CodeDeploy
- 2. Automate deployment and testing workflows
- Prepare application artifacts for deployment
- 1. Use infrastructure as code (AWS CloudFormation, AWS SAM)
- 2. Package code and dependencies
- Deploy applications on AWS
- 1. Perform safe updates and rollbacks
- 2. Deploy to AWS Lambda, Amazon EC2, Elastic Beanstalk
|
| Development with AWS Services | 32% | - Interact with AWS data services
- 1. Work with Amazon DynamoDB, Amazon S3
- 2. Implement caching and data storage strategies
- Integrate AWS services into applications
- 1. Implement messaging and event-driven workflows
- 2. Use AWS Lambda, API Gateway, Amazon EventBridge
- Write code for applications hosted on AWS
- 1. Implement architectural patterns
- 2. Use AWS SDKs and APIs
- 3. Develop serverless applications
|
| Security | 26% | - Implement authentication and authorization
- 1. Use Amazon Cognito for identity management
- 2. Manage IAM roles, policies, and permissions
- Secure application data
- 1. Implement encryption at rest and in transit
- 2. Manage secrets and credentials securely
- Apply security best practices
- 1. Validate application security configurations
- 2. Follow AWS Well-Architected Framework security principles
|
| Troubleshooting and Optimization | 18% | - Optimize application performance
- 1. Improve latency and throughput
- 2. Optimize resource usage and costs
- Debug and resolve errors
- 1. Resolve integration and configuration problems
- 2. Identify and fix code defects
- Troubleshoot application issues
- 1. Analyze logs, metrics, and traces
- 2. Use Amazon CloudWatch, AWS X-Ray for monitoring
|
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Amazon AWS Certified Developer - Associate Sample Questions (Q246-Q251):
NEW QUESTION # 246
A developer is writing an AWS Lambda function. The developer wants to log key events that occur while the Lambda function runs. The developer wants to include a unique identifier to associate the events with a specific function invocation. The developer adds the following code to the Lambda function:

Which solution will meet this requirement?
- A. Obtain the request identifier from the AWS request ID field in the event object. Configure the application to write logs to standard output.
- B. Obtain the request identifier from the AWS request ID field in the event object. Configure the application to write logs to a file.
- C. Obtain the request identifier from the AWS request ID field in the context object. Configure the application to write logs to a file.
- D. Obtain the request identifier from the AWS request ID field in the context object. Configure the application to write logs to standard output.
Answer: D
Explanation:
Explanation
https://docs.aws.amazon.com/lambda/latest/dg/nodejs-context.html
https://docs.aws.amazon.com/lambda/latest/dg/nodejs-logging.html
There is no explicit information for the runtime, the code is written in Node.js.
AWS Lambda is a service that lets developers run code without provisioning or managing servers. The developer can use the AWS request ID field in the context object to obtain a unique identifier for each function invocation. The developer can configure the application to write logs to standard output, which will be captured by Amazon CloudWatch Logs. This solution will meet the requirement of logging key events with a unique identifier.
References:
[What Is AWS Lambda? - AWS Lambda]
[AWS Lambda Function Handler in Node.js - AWS Lambda]
[Using Amazon CloudWatch - AWS Lambda]
NEW QUESTION # 247
An Amazon Kinesis Data Firehose delivery stream is receiving customer data that contains personally identifiable information. A developer needs to remove pattern-based customer identifiers from the data and store the modified data in an Amazon S3 bucket.
What should the developer do to meet these requirements?
- A. Create an Amazon OpenSearch Service instance. Set the OpenSearch Service instance as the destination of the delivery stream. Use search and replace to remove the customer identifiers. Export the data to an Amazon S3 bucket.
- B. Create an AWS Step Functions workflow to remove the customer identifiers. As the last step in the workflow, store the transformed data in an Amazon S3 bucket. Set the workflow as the destination of the delivery stream.
- C. Implement Kinesis Data Firehose data transformation as an AWS Lambda function. Configure the function to remove the customer identifiers. Set an Amazon S3 bucket as the destination of the delivery stream.
- D. Launch an Amazon EC2 instance. Set the EC2 instance as the destination of the delivery stream. Run an application on the EC2 instance to remove the customer identifiers. Store the transformed data in an Amazon S3 bucket.
Answer: C
Explanation:
Explanation
Amazon Kinesis Data Firehose is a service that delivers real-time streaming data to destinations such as Amazon S3, Amazon Redshift, Amazon OpenSearch Service, and Amazon Kinesis Data Analytics. The developer can implement Kinesis Data Firehose data transformation as an AWS Lambda function. The function can remove pattern-based customer identifiers from the data and return the modified data to Kinesis Data Firehose. The developer can set an Amazon S3 bucket as the destination of the delivery stream.
References:
[What Is Amazon Kinesis Data Firehose? - Amazon Kinesis Data Firehose]
[Data Transformation - Amazon Kinesis Data Firehose]
NEW QUESTION # 248
A developer designed an application on an Amazon EC2 instance. The application makes API requests to objects in an Amazon S3 bucket.
Which combination of steps will ensure that the application makes the API requests in the MOST secure manner? (Choose two.)
- A. Store the credentials of the IAM user in the environment variables on the EC2 instance.
- B. Add the IAM role to an instance profile. Attach the instance profile to the EC2 instance.
- C. Create an IAM user that has permissions to the S3 bucket. Add the user to an IAM group.
- D. Create an IAM role that has permissions to the S3 bucket. Assign the role to an IAM group.
- E. Create an IAM role that has permissions to the S3 bucket.
Answer: B,E
NEW QUESTION # 249
A company is building a scalable data management solution by using AWS services to improve the speed and agility of development. The solution will ingest large volumes of data from various sources and will process this data through multiple business rules and transformations.
The solution requires business rules to run in sequence and to handle reprocessing of data if errors occur when the business rules run. The company needs the solution to be scalable and to require the least possible maintenance.
Which AWS service should the company use to manage and automate the orchestration of the data flows to meet these requirements?
- A. AWS Lambda
- B. AWS Glue
- C. AWS Batch
- D. AWS Step Functions
Answer: D
Explanation:
https://docs.aws.amazon.com/step-functions/latest/dg/welcome.html
NEW QUESTION # 250
A developer at a company writes an AWS CloudFormation template. The template refers to subnets that were created by a separate AWS CloudFormation template that the company's network team wrote. When the developer attempts to launch the stack for the first time, the launch fails.
Which template coding mistakes could have caused this failure? (Choose two.)
- A. The network team's template does not export the subnets in the Outputs section.
- B. The network team's template does not export the subnets in the Mappings section.
- C. The developer's template does not use the Ref intrinsic function to refer to the subnets.
- D. The Mappings section of the developer's template does not refer to the subnets.
- E. The developer's template does not use the ImportValue intrinsic function to refer to the subnets.
Answer: A,E
NEW QUESTION # 251
......
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