CloudWatch Gets Smart GPU Monitoring for AI Workloads

Amazon CloudWatch now lets you monitor self-hosted AI inference on Amazon EKS with accelerated compute insights—automatically tracking NVIDIA GPUs across your cluster to spot idle accelerators and optimize costs. You'll see fleet-level visibility down to individual workloads, identify underutilized resources, and troubleshoot inference bottlenecks like high time to first token, all included in standard CloudWatch pricing.