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NVIDIA DSX OS

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Headlines · 3

  1. NVIDIA details DSX OS tools for operating GPU Kubernetes clusters

    NVIDIA describes DSX OS, the open-source software layer within its DSX AI Factory Platform, as a set of tools for configuring, certifying, and maintaining accelerated Kubernetes infrastructure. AICR provides version-locked configuration recipes, NVCRE tests whether clusters are ready for production workloads, and NVSentinel monitors health and can support remediation and revalidation. NVIDIA says all three projects are licensed under Apache 2.0 and welcome external contributions.

    NVIDIA Technical Blog · 🔥 0
  2. NVIDIA open-sources automated recovery for distributed AI training

    NVIDIA released NVIDIA Recovery, an open-source workload-level service within NVIDIA DSX OS that automates recovery across distributed AI training jobs. It detects interruptions through application logs, GPU metrics, and scheduler signals, then attributes failures, isolates affected resources, and coordinates checkpoint restarts on healthy capacity. The service supports Slurm and can be deployed on an operator’s own cluster, while Kubernetes support remains on NVIDIA’s roadmap.

    NVIDIA Technical Blog · 🔥 0
  3. NVIDIA Details Minerva AIOps Platform for AI Factories

    NVIDIA describes Minerva as an AI-native AIOps platform designed around AI factory topology and workloads. It collects telemetry across GPUs, networking, storage and workloads; maps infrastructure to active jobs in a dynamic knowledge graph; and uses topology-aware correlation to group dependent symptoms into incidents. The platform includes a native AI agent, Sherlock, that lets operators query live telemetry and the knowledge graph for root-cause analysis in natural language. NVIDIA says its testing showed reductions in notified events and tickets for supported scenarios. In one internal case, Minerva linked 81 events and anomalies to an affected job as a single incident, reducing repair time and saving about 54 hours of total cluster uptime; these results are vendor-reported. Minerva is also being aligned with DSX OS, with capabilities beginning with the data collector planned to become open-source parts of DSX OS.

    NVIDIA Technical Blog · 🔥 0

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