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Exploring GPU Sharing in Kubernetes with NVIDIA KAI Scheduler and SDG

Exploring GPU Sharing in Kubernetes with NVIDIA KAI Scheduler and SDG

NVIDIA's KAI Scheduler and Exostellar's SDG showcase the nerd ballet of fractional GPU scheduling. KAI slices GPU time like a master chef carving a roast, yet can't keep its focus solo—leading to app skirmishes. In contrast, Exostellar SDG nails resource control, quarantines workloads like a germaphobe, and mingles with various GPUs. It even sports vLLM dual deployments without breaking a sweat.


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