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Amazon DOP-C02 Exam Syllabus Topics:

SectionWeightObjectives
Incident and Event Management18%- Operational response and recovery
  • 1. Automated event-driven responses
    • 2. Incident detection and remediation
      Monitoring and Logging15%- Observability and metrics
      • 1. Log aggregation and analysis
        • 2. CloudWatch monitoring and alarms
          Resilient Cloud Solutions15%- High availability and fault tolerance design
          • 1. Disaster recovery strategies
            • 2. Multi-AZ and multi-region architectures
              SDLC Automation22%- CI/CD pipeline design and implementation
              • 1. Pipeline optimization and scaling
                • 2. Build and deployment automation
                  Security and Compliance Automation13%- Security automation in CI/CD and infrastructure
                  • 1. IAM policy automation and governance
                    • 2. Compliance monitoring and auditing
                      Configuration Management and Infrastructure as Code17%- Infrastructure provisioning and automation
                      • 1. Configuration tools and automation strategies
                        • 2. AWS CloudFormation and CDK usage

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                          Amazon AWS Certified DevOps Engineer - Professional Sample Questions (Q312-Q317):

                          NEW QUESTION # 312
                          A company recently launched multiple applications that use Application Load Balancers. Application response time often slows down when the applications experience problems A DevOps engineer needs to Implement a monitoring solution that alerts the company when the applications begin to perform slowly The DevOps engineer creates an Amazon Simple Notification Semce (Amazon SNS) topic and subscribe the company's email address to the topic What should the DevOps engineer do next to meet the requirements?

                          Answer: B

                          Explanation:
                          Option A is incorrect because creating an Amazon EventBridge rule that invokes an AWS Lambda function to query the applications on a 5-minute interval is not a valid solution. EventBridge rules can only trigger Lambda functions based on events, not on time intervals. Moreover, querying the applications on a 5-minute interval might incur unnecessary costs and network overhead, and might not detect performance issues in real time.
                          Option B is correct because creating an Amazon CloudWatch Synthetics canary that runs a custom script to query the applications on a 5-minute interval is a valid solution. CloudWatch Synthetics canaries are configurable scripts that monitor endpoints and APIs by simulating customer behavior. Canaries can run as often as once per minute, and can measure the latency and availability of the applications. Canaries can also send notifications to an Amazon SNS topic when they detect errors or performance issues1.
                          Option C is incorrect because creating an Amazon CloudWatch alarm that uses the AWS/ApplicationELB namespace RequestCountPerTarget metric is not a valid solution. The RequestCountPerTarget metric measures the number of requests completed or connections made per target in a target group2. This metric does not reflect the application response time, which is the requirement. Moreover, configuring the CloudWatch alarm to send a notification when the number of connections becomes greater than the configured number of threads that the application supports is not a valid way to measure the application performance, as it depends on the application design and implementation.
                          Option D is incorrect because creating an Amazon CloudWatch alarm that uses the AWS/ApplicationELB namespace RequestCountPerTarget metric is not a valid solution, for the same reason as option C. The RequestCountPerTarget metric does not reflect the application response time, which is the requirement.
                          Moreover, configuring the CloudWatch alarm to send a notification when the average response time becomes greater than the longest response time that the application supports is not a valid way to measure the application performance, as it does not account for variability or outliers in the response time distribution.
                          References:
                          1: Using synthetic monitoring
                          2: Application Load Balancer metrics


                          NEW QUESTION # 313
                          A DevOps engineer is building an application that uses an AWS Lambda function to query an Amazon Aurora MySQL DB cluster. The Lambda function performs only read queries. Amazon EventBridge events invoke the Lambda function.
                          As more events invoke the Lambda function each second, the database's latency increases and the database's throughput decreases. The DevOps engineer needs to improve the performance of the application.
                          Which combination of steps will meet these requirements? (Select THREE.)

                          Answer: A,B,C

                          Explanation:
                          Verified: A, C, and E.
                          Short Explanation: To improve the performance of the application, the DevOps engineer should use Amazon RDS Proxy, implement the database connection opening outside the Lambda event handler code, and connect to the proxy endpoint from the Lambda function.
                          Amazon RDS Proxy is a fully managed, highly available database proxy for Amazon Relational Database Service (RDS) that makes applications more scalable, more resilient to database failures, and more secure1.
                          By using Amazon RDS Proxy, the DevOps engineer can reduce the overhead of opening and closing connections to the database, which can improve latency and throughput2.
                          The DevOps engineer should connect the proxy to the Aurora cluster reader endpoint, which allows read-only connections to one of the Aurora Replicas in the DB cluster3. This can help balance the load across multiple read replicas and improve performance for read-intensive workloads4.
                          The DevOps engineer should implement the database connection opening outside the Lambda event handler code, which means using a global variable to store the database connection object5. This can enable connection reuse across multiple invocations of the Lambda function, which can reduce latency and improve performance.
                          The DevOps engineer should connect to the proxy endpoint from the Lambda function, which is a unique URL that represents the proxy. This can allow the Lambda function to access the database through the proxy, which can provide benefits such as connection pooling, load balancing, failover handling, and enhanced security.
                          The other options are incorrect because:
                          Implementing database connection pooling inside the Lambda code is unnecessary and redundant when using Amazon RDS Proxy, which already provides connection pooling as a service.
                          Implementing the database connection opening and closing inside the Lambda event handler code is inefficient and costly, as it can increase latency and consume more resources for each invocation of the Lambda function.
                          Connecting to the Aurora cluster endpoint from the Lambda function is not optimal for read-only queries, as it can direct traffic to either the primary instance or one of the Aurora Replicas in the DB cluster. This can result in inconsistent performance and potential conflicts with write operations on the primary instance.


                          NEW QUESTION # 314
                          A company is developing an application that will generate log events. The log events consist of five distinct metrics every one tenth of a second and produce a large amount of data The company needs to configure the application to write the logs to Amazon Time stream The company will configure a daily query against the Timestream table.
                          Which combination of steps will meet these requirements with the FASTEST query performance? (Select THREE.)

                          Answer: C,E,F

                          Explanation:
                          The correct answer is A, D, and F)
                          A comprehensive and detailed explanation is:
                          Option A is correct because using batch writes to write multiple log events in a single write operation is a recommended practice for optimizing the performance and cost of data ingestion in Timestream. Batch writes can reduce the number of network round trips and API calls, and can also take advantage of parallel processing by Timestream. Batch writes can also improve the compression ratio of data in the memory store and the magnetic store, which can reduce the storage costs and improve the query performance1.
                          Option B is incorrect because writing each log event as a single write operation is not a recommended practice for optimizing the performance and cost of data ingestion in Timestream. Writing each log event as a single write operation would increase the number of network round trips and API calls, and would also reduce the compression ratio of data in the memory store and the magnetic store. This would increase the storage costs and degrade the query performance1.
                          Option C is incorrect because treating each log as a single-measure record is not a recommended practice for optimizing the query performance in Timestream. Treating each log as a single-measure record would result in creating multiple records for each timestamp, which would increase the storage size and the query latency. Moreover, treating each log as a single-measure record would require using joins to query multiple measures for the same timestamp, which would add complexity and overhead to the query processing2.
                          Option D is correct because treating each log as a multi-measure record is a recommended practice for optimizing the query performance in Timestream. Treating each log as a multi-measure record would result in creating a single record for each timestamp, which would reduce the storage size and the query latency. Moreover, treating each log as a multi-measure record would allow querying multiple measures for the same timestamp without using joins, which would simplify and speed up the query processing2.
                          Option E is incorrect because configuring the memory store retention period to be longer than the magnetic store retention period is not a valid option in Timestream. The memory store retention period must always be shorter than or equal to the magnetic store retention period. This ensures that data is moved from the memory store to the magnetic store before it expires out of the memory store3.
                          Option F is correct because configuring the memory store retention period to be shorter than the magnetic store retention period is a valid option in Timestream. The memory store retention period determines how long data is kept in the memory store, which is optimized for fast point-in-time queries. The magnetic store retention period determines how long data is kept in the magnetic store, which is optimized for fast analytical queries. By configuring these retention periods appropriately, you can balance your storage costs and query performance according to your application needs3.
                          Reference:
                          1: Batch writes
                          2: Multi-measure records vs. single-measure records
                          3: Storage


                          NEW QUESTION # 315
                          A DevOps engineer is working on a member account in an organization in AWS Organizations with all features enabled . The account has sensitive data stored in Amazon S3 buckets.
                          The DevOps engineer must ensure that all public access to S3 buckets in the account is blocked . If the account-level S3 Block Public Access settings change in the future, the changes must be reverted automatically so that all public access is blocked again.
                          Which solution meets these requirements?

                          Answer: D

                          Explanation:
                          Option B is the only choice that directly satisfies both requirements:
                          * Continuously evaluate the account-level S3 Block Public Access setting
                          * AWS Config is designed to record configuration state and evaluate resources/settings against rules over time.
                          * A Config rule (managed rule) can check whether the account-level "S3 Block Public Access" settings are configured as required (i.e., blocking public access).
                          * Automatically revert drift (auto-remediate) if someone changes the setting later
                          * AWS Config Remediation can automatically trigger an AWS Systems Manager Automation runbook when the rule becomes NON_COMPLIANT .
                          * Using an SSM Automation document/runbook that sets S3 account-level Block Public Access back to the required "blocked" configuration ensures that any future change is corrected automatically , restoring compliance without manual intervention.
                          Why the other options don't fully meet the requirement:
                          * A (Security Hub) : Security Hub primarily aggregates findings and checks controls. While it can integrate with automation, AWS Config is the standard service for configuration drift detection + automatic remediation loops for account-level posture settings. Security Hub is not the most direct
                          "detect config drift and auto-fix" mechanism for an account setting in the way Config remediation is.
                          * C (SCP) : An SCP can restrict API actions, but it doesn't "revert" a changed S3 Block Public Access configuration ; it only prevents/limits what actions can be called. Also, "deny S3 actions from outside the account" is not the same as enforcing Block Public Access settings at the account level.
                          * D (Macie + EventBridge) : Macie focuses on data discovery and sensitive data findings , not enforcing or continuously remediating S3 account-level Block Public Access configuration drift.
                          Triggering remediation off Macie findings is indirect and not aligned to "setting changed # immediately revert."


                          NEW QUESTION # 316
                          A company uses AWS CodeArtifact to centrally store Python packages. The CodeArtifact repository is configured with the following repository policy.

                          A development team is building a new project in an account that is in an organization in AWS Organizations.
                          The development team wants to use a Python library that has already been stored in the CodeArtifact repository in the organization. The development team uses AWS CodePipeline and AWS CodeBuild to build the new application. The CodeBuild job that the development team uses to build the application is configured to run in a VPC Because of compliance requirements the VPC has no internet connectivity.
                          The development team creates the VPC endpoints for CodeArtifact and updates the CodeBuild buildspec yaml file. However, the development team cannot download the Python library from the repository.
                          Which combination of steps should a DevOps engineer take so that the development team can use Code Artifact? (Select TWO.)

                          Answer: C,D

                          Explanation:
                          Explanation
                          "AWS CodeArtifact operates in multiple Availability Zones and stores artifact data and metadata in Amazon S3 and Amazon DynamoDB. Your encrypted data is redundantly stored across multiple facilities and multiple devices in each facility, making it highly available and highly durable."
                          https://aws.amazon.com/codeartifact/features/ With no internet connectivity, a gateway endpoint becomes necessary to access S3.


                          NEW QUESTION # 317
                          ......

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