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In a lakehouse architecture handling highly sensitive data, what is the best approach to implement an advanced encryption key management system that allows for periodic key rotation without disrupting services?
A
Develop a custom key rotation application that uses dual keys temporarily during the rotation period for both old and new data access.
B
Store all encryption keys in a secure on-premises hardware security module (HSM), manually updating lakehouse configurations during rotation periods.
C
Utilize a cloud-based key management service (KMS) that supports automatic key rotation and seamless integration with the lakehouse storage layer.
D
Implement a manual process where new keys are generated and applied to data at rest during scheduled maintenance windows.