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This statement is true of Defense in depth, which addresses a security team wants more than a single network restriction protecting sensitive records. It does not explain the particular role of Amazon Inspector; Inspector identifies package and supported workload vulnerabilities; it is not a replacement for data classification.

This statement is true of AWS CloudTrail API auditing, which addresses a security analyst needs to see which principal made an AWS control-plane API call. It does not explain the particular role of Amazon Inspector; Inspector identifies package and supported workload vulnerabilities; it is not a replacement for data classification.

This statement is true of AWS Audit Manager evidence, which addresses a compliance team needs help collecting evidence against a recurring internal control assessment. It does not explain the particular role of Amazon Inspector; Inspector identifies package and supported workload vulnerabilities; it is not a replacement for data classification.

This outcome fits AWS CloudTrail API auditing: CloudTrail helps audit actions performed through the console, SDK and API; it differs from performance metrics. The stakeholder requires the more specific capability provided by AWS CloudHSM, not that separate benefit.

This outcome fits Security logging retention: Collecting logs alone is insufficient unless their access, preservation and lifecycle align with organizational policy. The stakeholder requires the more specific capability provided by AWS CloudHSM, not that separate benefit.

This outcome fits AWS Organizations governance: Organizations groups accounts and supports policies and billing consolidation; it does not itself analyze threats. The stakeholder requires the more specific capability provided by AWS CloudHSM, not that separate benefit.

Reliability pillar is associated with a different use case: an application needs to recover predictably from failures and adapt when demand changes. The Reliability pillar emphasizes recovery, distributed design, and meeting availability requirements. The question instead focuses on operators repeatedly perform the same low-risk response to predictable workload events; Automated operational response is the more direct match.

Cost Optimization pillar is associated with a different use case: a department wants to eliminate idle spending and understand the cost of delivering business value. Cost Optimization includes understanding expenditure, selecting cost-effective resources, and managing demand and supply. The question instead focuses on operators repeatedly perform the same low-risk response to predictable workload events; Automated operational response is the more direct match.

Design for expected change is associated with a different use case: a company expects its cloud usage and business requirements to evolve frequently. Cloud design principles favor adaptability and continual evaluation over treating an early configuration as permanently optimal. The question instead focuses on operators repeatedly perform the same low-risk response to predictable workload events; Automated operational response is the more direct match.

This describes a scenario for AWS physical data center security: aWS secures the physical facilities that host its cloud infrastructure. Physical facility access controls and provider-owned hardware protection fall under AWS security of the cloud. It is not the most direct example of Customer EC2 security groups.

This describes a scenario for Customer choice of AWS Region: the customer selects where to deploy and store its workloads to meet residency rules. AWS provides available Regions, while the customer chooses deployment locations to meet its legal and organizational obligations. It is not the most direct example of Customer EC2 security groups.

This describes a scenario for Customer encryption choices: the customer chooses applicable encryption configuration and key-access policies. Managed services can provide encryption capabilities, but customers must select and govern settings needed for their data. It is not the most direct example of Customer EC2 security groups.

The roles are swapped. Compute-optimized EC2 is associated with choose an EC2 compute-optimized instance family for CPU-heavy work; Storage-optimized EC2 instead has the role: Choose an EC2 storage-optimized instance family where local storage performance is central. Storage-optimized instance families are designed for high local storage I/O and throughput needs.

The roles are swapped. AWS Lambda is associated with use AWS Lambda for event-driven serverless function execution; Storage-optimized EC2 instead has the role: Choose an EC2 storage-optimized instance family where local storage performance is central. Storage-optimized instance families are designed for high local storage I/O and throughput needs.

The roles are swapped. AWS Fargate is associated with use AWS Fargate for serverless container compute; Storage-optimized EC2 instead has the role: Choose an EC2 storage-optimized instance family where local storage performance is central. Storage-optimized instance families are designed for high local storage I/O and throughput needs.

This outcome fits Temporary security credentials: Short-lived credentials reduce the time a stolen credential can remain useful compared with persistent access keys. The stakeholder requires the more specific capability provided by Multi-factor authentication, not that separate benefit.

This outcome fits IAM Access Analyzer: Access Analyzer helps identify access findings; it does not by itself remove the underlying excessive permissions. The stakeholder requires the more specific capability provided by Multi-factor authentication, not that separate benefit.

This outcome fits IAM roles: IAM roles can be assumed to obtain temporary security credentials and avoid embedding long-term keys in applications. The stakeholder requires the more specific capability provided by Multi-factor authentication, not that separate benefit.

This statement is true of Principle of least privilege, which addresses a developer only needs read access to one object storage bucket for a project. It does not explain the particular role of IAM groups; IAM groups collect IAM users for permissions management; they are not assumed identities like IAM roles.

This statement is true of Amazon Cognito identity, which addresses a mobile application needs sign-up and authentication for its end users. It does not explain the particular role of IAM groups; IAM groups collect IAM users for permissions management; they are not assumed identities like IAM roles.

This statement is true of IAM roles, which addresses an EC2 application needs AWS API permissions without storing a permanent access key in the server. It does not explain the particular role of IAM groups; IAM groups collect IAM users for permissions management; they are not assumed identities like IAM roles.

This describes a scenario for Amazon Macie sensitive S3 data: use Amazon Macie to detect and classify sensitive S3 data. Macie uses managed data discovery to help identify sensitive information in S3 objects, not network packet attacks. It is not the most direct example of Encryption at rest.

This describes a scenario for AWS KMS managed keys: use AWS Key Management Service for supported cryptographic key management. AWS KMS manages keys and enforces key-use controls for integrated services; it is not a general database service. It is not the most direct example of Encryption at rest.

This describes a scenario for Security logging retention: define appropriate access controls and retention for collected audit logs. Collecting logs alone is insufficient unless their access, preservation and lifecycle align with organizational policy. It is not the most direct example of Encryption at rest.

On-Demand EC2 pricing instead focuses on a different requirement, such as a company needs compute capacity for a short unpredictable project and does not want a long commitment. On-Demand pricing gives flexible capacity for irregular or new workloads, generally without the discounts of eligible commitments. It is not the primary match for the requirement described here: support eligible long-running instance usage discounts.

S3 storage-class pricing instead focuses on a different requirement, such as an archive team needs to compare object storage costs between frequently accessed and rarely retrieved data. S3 storage classes have distinct storage, retrieval and minimum-duration attributes that influence total cost. It is not the primary match for the requirement described here: support eligible long-running instance usage discounts.

Spot Instances instead focuses on a different requirement, such as a research team runs flexible batch processing jobs that can tolerate interruption. EC2 Spot Instances offer discounted unused capacity but can be reclaimed with interruption notices. It is not the primary match for the requirement described here: support eligible long-running instance usage discounts.

This describes a scenario for Amazon Redshift: use Amazon Redshift for cloud data warehousing. Redshift is designed for analytics and data warehousing rather than being a low-latency transactional key-value store. It is not the most direct example of AWS Database Migration Service.

This describes a scenario for Amazon RDS relational database: use Amazon Relational Database Service for supported relational engines. RDS manages selected database infrastructure work for relational workloads, while users still control database schema and access. It is not the most direct example of AWS Database Migration Service.

This describes a scenario for Amazon DynamoDB: use Amazon DynamoDB as a managed NoSQL database. DynamoDB supports key-value and document data models and is not a general-purpose relational SQL database. It is not the most direct example of AWS Database Migration Service.

This statement is true of Amazon ElastiCache, which addresses a shopping service needs fast in-memory access to frequently requested session information. It does not explain the particular role of AWS Database Migration Service; Database Migration Service helps migrate or replicate supported databases; it is not itself an application database engine.

This statement is true of Amazon DocumentDB, which addresses an application uses a MongoDB-compatible document data model and wants a managed database. It does not explain the particular role of AWS Database Migration Service; Database Migration Service helps migrate or replicate supported databases; it is not itself an application database engine.

This statement is true of Amazon RDS relational database, which addresses a web application needs a managed relational database that supports SQL queries and transactions. It does not explain the particular role of AWS Database Migration Service; Database Migration Service helps migrate or replicate supported databases; it is not itself an application database engine.