AWS offers serverless solution to track SageMaker Studio costs with custom tags
AWS has introduced a serverless solution to enhance cost governance for Amazon SageMaker Unified Studio projects. This solution addresses the challenge of custom tags not automatically propagating to dynamic resources by enriching AWS Cost and Usage Report (CUR) data with project-specific custom tags. It allows organizations to track and analyze SageMaker project costs by custom dimensions such as CostCenter or Team, providing improved financial visibility and supporting informed spending decisions. The architecture leverages EventBridge, Lambda, DynamoDB, Glue ETL, and QuickSight, and is deployable via AWS CDK.
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- Serverless Solution for SageMaker Project Cost Allocation
The solution uses an event-driven mechanism to capture SageMaker project lifecycle events and maintain a lookup table of custom tags in DynamoDB. An AWS Glue ETL job then enriches CUR data by joining it with these custom tags, enabling visualization in Amazon QuickSight. This allows for detailed cost analysis filtered by custom tag dimensions like CostCenter, Team, or Environment.
https://aws.amazon.com/blogs/big-data/track-sagemaker-unified-studio-project-costs-with-custom-tags-and-aws-cur/
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