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2 results for “Slurm”

Technology 22 Sep 2026

NVIDIA launches Topograph for topology-aware GPU workload scheduling

NVIDIA released Topograph, an open-source toolkit that turns GPU cluster topology into Kubernetes labels and Slurm configs. Schedulers can then place AI jobs in the best locality domains, avoiding cross-domain traffic.

Technology 21 Aug 2026

NVIDIA Publishes Full-Stack Observability Framework for AI Factories

NVIDIA published a practical observability framework mapping telemetry tools to every layer of DGX and HGX AI factory infrastructure. The guide helps teams catch gray failures like InfiniBand bit-error drift before they waste multi-hour training runs.