Our Blog

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

Published
March 31, 2026
https://aws.amazon.com/about-aws/whats-new/2026/03/sagemaker-unified-studio-metrics/

Amazon SageMaker Unified Studio Updates

Amazon SageMaker Unified Studio now displays Amazon CloudWatch metrics for AWS Glue jobs directly alongside job logs in a unified interface, enhancing observability and streamlining troubleshooting for data engineers and ETL developers.

With this feature, teams can diagnose performance issues faster by correlating resource utilization patterns with job log output. Specific use cases include identifying compute bottlenecks, detecting memory pressure, optimizing resource allocation, and monitoring data pipeline performance at scale.

What to do

  • Navigate to any Glue job in SageMaker Unified Studio.
  • Open a previous job run and select the Metrics tab to view comprehensive performance data.

Source: AWS release notes




If you need further guidance on AWS, our experts are available at AWS@westloop.io. You may also reach us by submitting the Contact Us form.

Follow our blog

Get the latest insights and advice on AWS services from our experts.

By clicking Sign Up you're confirming that you agree with our Terms and Conditions.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Related posts

Check out other insights from the team at West Loop Strategy.

View all
https://aws.amazon.com/about-aws/whats-new/2025/12/aws-transform-hybrid-network-migration/

AWS Transform enables network conversion for hybrid data center migrations

AWS Transform now supports automatic network conversion from hybrid data centers, eliminating manual network mapping for environments running both VMware and non-VMware workloads
Read more
https://aws.amazon.com/about-aws/whats-new/2026/03/amazon-opensearch-service-in-place-volume/

Amazon OpenSearch Service now supports in-place volume increases for all volume sizes

Amazon OpenSearch Service now extends in-place cluster volume size increases to volumes exceeding 3 TiB
Read more
https://aws.amazon.com/about-aws/whats-new/2026/03/aws-backup-logically-air-gapped-vault-amazon-eks/

AWS Backup adds logically air-gapped vault support for Amazon EKS

AWS Backup logically air-gapped vault now supports Amazon EKS
Read more
View all