NVIDIA Launches Minerva AIOps Platform for AI Factories

NVIDIA launched Minerva, an AIOps platform for detecting infrastructure and workload problems in AI factories, as detailed in a company blog post. The platform collects telemetry from GPUs, networking, storage, schedulers and AI workloads to identify anomalies and emerging failures.

Minerva creates a dynamic knowledge graph that maps infrastructure components and the jobs running on them. It uses supervised and unsupervised machine learning to analyze billions of data points per hour, group related events and identify likely root causes.

The platform includes an AI assistant that lets operators investigate cluster health through natural language and receive recommended fixes. IREN is using Minerva, while Aolani, Bitdeer AI, IBM, Jio, Lambda, Quake AI and Tesla plan to deploy it. Dell Technologies, Lenovo and Supermicro will offer Minerva through their AI factory operations products.