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Answer: Implement a data lifecycle policy within the lakehouse storage layer that automatically moves data to archival storage after a retention period and securely deletes it upon expiration.
By implementing a data lifecycle policy within the lakehouse storage layer, you ensure that data retention and deletion processes are automated, reducing the risk of human error and ensuring compliance with regulatory requirements. This approach not only automates the movement of data to archival storage after its retention period but also securely deletes it upon expiration, safeguarding sensitive information from unauthorized access. Leveraging the lakehouse platform's capabilities for efficient data storage, processing, and management makes this solution both reliable and efficient for meeting compliance demands.
Author: LeetQuiz Editorial Team
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Facing regulatory requirements that mandate specific retention periods and the secure deletion of data post-retention, how can you automate data lifecycle management to ensure compliance without manual intervention?
A
Deploy a third-party data governance solution that integrates with your lakehouse to manage data retention and deletion policies across all datasets dynamically.
B
Implement a data lifecycle policy within the lakehouse storage layer that automatically moves data to archival storage after a retention period and securely deletes it upon expiration.
C
Rely on the built-in features of the lakehouse platform for retention management, supplementing with custom logging to manually review deletion actions for compliance.
D
Utilize manual scripts run at regular intervals to identify and delete data past its retention period, relying on database administrators to ensure accuracy.
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