How NVIDIA Minerva Turns Telemetry Chaos Into Peak GPU Yield
NVIDIA Minerva unifies AI factory telemetry to maximize GPU yield at scale
“AI Factories are some of the most technologically complex operational environments ever created.”
NVIDIA introduced Minerva, a telemetry and observability platform designed to manage the operational complexity of large-scale AI factories running hundreds of thousands of GPUs. The system integrates data across Spectrum-X networking, NVLink fabrics, and distributed schedulers to optimize GPU yield during multi-week training runs. This matters because operational efficiency at hyperscale is an increasingly critical bottleneck for AI compute utilization.