Announcing Accelerated Compute Insights for Amazon CloudWatch
News
This article announces accelerated compute insights for Amazon CloudWatch, providing monitoring and observability for self-hosted AI inference workloads in Amazon EKS clusters.
- Automatically discovers NVIDIA GPUs in EKS clusters via CloudWatch Observability add-on
- Identifies idle and underutilized accelerators to optimize costs
- Monitors fleet-level and individual workload performance metrics
- Troubleshoots inference issues like high time to first token
- Includes agentic experience in CloudWatch Omni for easy workload queries
- No additional charge; standard CloudWatch pricing applies
Accelerated compute insights enables platform and AI teams to gain fleet-level visibility into GPU utilization and inference workload efficiency.
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