NVIDIA publishes full-stack observability guide for AI factories
The post maps AI factory components — compute, networking, storage, orchestration, applications — to telemetry tools and a single triage dashboard. It illustrates the framework with a gray-failure case: a three-day training job slowed for six hours by one InfiniBand link's elevated bit error rate stalling NCCL all-reduce.
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