NVIDIA launches Minerva, an AIOps platform for end-to-end AI factory observability
NVIDIA Blog · rss · 2026-10-22
NVIDIA unveiled Minerva, an AIOps platform bringing end-to-end observability to AI factories. It fuses telemetry across GPUs, networking, storage, schedulers and workloads into a dynamic knowledge graph that maps infrastructure to jobs, tracing slow training runs to failing components at scales of hundreds of thousands of GPUs. It analyzes billions of data points hourly to detect unseen anomalies, predict failures and collapse alert storms into single root-caused incidents, with a native AI assistant and external agentic integrations for conversational remediation. Metrics targeted: longer time between interruptions, faster time to repair, and higher signal-to-noise. IREN is already using it; IBM, Lambda, Tesla, Jio and others plan deployments, with Dell, Lenovo and Supermicro reselling it.
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