Implement Amazon SageMaker domain cross-Region disaster recovery using custom Amazon EFS instances
Machine Learning Blog
This article provides a solution for implementing cross-Region disaster recovery for Amazon SageMaker domains using custom Amazon EFS instances. It outlines an architecture and step-by-step guide to migrate and safeguard your SageMaker domain, including user profiles and files, from one active AWS Region to another passive or active AWS Region.
Specifically, the article covers:
- Solution overview with active-passive and active-active architectures using Amazon EFS replication for backup and AWS Step Functions for recovery
- Prerequisites and deployment steps using AWS CDK
- Testing the solution by adding files, triggering backup, and recovering data in the secondary Region
- Cleanup instructions to delete the deployed resources
- Conclusion emphasizing the importance of disaster recovery and providing additional resources
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