A company's data scientists use Amazon SageMaker with datasets stored in Amazon S3. Data older than 45 days must be removed according to policy.
Which action should enforce this policy?
Amazon S3 Lifecycle rules are the native and most efficient way to enforce data retention policies. AWS Certified Security -- Specialty documentation recommends lifecycle rules over custom automation to reduce operational complexity and failure risk.
Lifecycle rules automatically and reliably delete objects after a specified age, ensuring compliance without additional compute services. Lambda-based solutions increase cost and management overhead. Intelligent-Tiering manages storage cost, not data deletion.
Referenced AWS Specialty Documents:
AWS Certified Security -- Specialty Official Study Guide
Amazon S3 Lifecycle Management
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