Your AI Cluster Is Idle 95% of the Time
Your gpu utilization dashboard reads 40%. The cluster is healthy. The GPUs are loaded. Work is happening. Except it isn’t. That 40% gpu utilization figure is a peak average across a monitoring window. What it doesn’t show is the seven minutes before that spike when every GPU in the cluster was resident in memory, warm,…