Which service is associated with data lake governance, access control, and auditing?

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Multiple Choice

Which service is associated with data lake governance, access control, and auditing?

Explanation:
Data lake governance, access control, and auditing are most effectively handled by a service that provides a centralized security model for the data lake. AWS Lake Formation is built for this purpose. It centralizes permissions and governance across the data lake, allowing you to grant fine-grained access (down to databases, tables, and even columns) and enforce those permissions consistently across analytics tools. Lake Formation integrates with the Glue Data Catalog for metadata and with CloudTrail for auditing data access, giving you a clear trail of who accessed what data and when. Other services serve important roles but not the overarching governance function: EMR focuses on data processing frameworks, Glue offers metadata cataloging and ETL, and Athena provides serverless SQL querying. They don’t provide centralized governance and auditing across the data lake the way Lake Formation does.

Data lake governance, access control, and auditing are most effectively handled by a service that provides a centralized security model for the data lake. AWS Lake Formation is built for this purpose. It centralizes permissions and governance across the data lake, allowing you to grant fine-grained access (down to databases, tables, and even columns) and enforce those permissions consistently across analytics tools. Lake Formation integrates with the Glue Data Catalog for metadata and with CloudTrail for auditing data access, giving you a clear trail of who accessed what data and when.

Other services serve important roles but not the overarching governance function: EMR focuses on data processing frameworks, Glue offers metadata cataloging and ETL, and Athena provides serverless SQL querying. They don’t provide centralized governance and auditing across the data lake the way Lake Formation does.

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