Monitor Google Cloud TPUs with Datadog

Datadog's Google Cloud integration provides a centralized view into Google Cloud Tensor Processing Units (TPUs) utilization, performance, and resource consumption. This enables organizations to quickly visualize TPU metrics with an out-of-the-box dashboard to optimize performance, be alerted to possible rightsizing opportunities using recommended monitors, and gain insights into their TPU usage across virtual machines, GKE, custom job runners, and more. The integration provides visibility into TensorCore utilization, duty cycle metrics, memory usage, and other performance metrics, helping organizations detect resource bottlenecks, underutilization, and optimize cloud spend while fine-tuning batch configurations to maximize hardware resource utilization.