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Amazon SageMaker Unified Studio adds Observability for AWS Glue jobs via CloudWatch metrics

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This article announces that Amazon SageMaker Unified Studio now displays AWS CloudWatch metrics for Glue jobs directly in its interface, enhancing observability for data engineers and ETL developers.

  • CloudWatch metrics for Glue jobs now visible alongside job logs in unified interface
  • Correlate resource utilization: DPU, memory, CPU load, and data movement size with logs
  • Identify compute bottlenecks, memory pressure, and optimize resource allocation
  • Reduce mean time to resolution (MTTR) for ETL pipeline troubleshooting
  • Available in all AWS Regions where SageMaker Unified Studio is generally available
  • Access metrics by opening Glue job run and selecting Metrics tab

This enhancement streamlines ETL troubleshooting by consolidating metrics and logs in one workspace, improving operational efficiency.

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