GPU Autoscaling on Kubernetes - Karpenter, KAI Scheduler, Gang Scheduling
Three layers, not one. Karpenter provisions nodes dynamically (under one minute, 40% faster than Cluster Autoscaler). KAI Scheduler handles gang scheduling, topology awareness, and hierarchical queues - it prevents the 7-of-8 partial…
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