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Kubernetes GPU Sharing: MIG vs. MPS vs. Time-Slicing Explained

calendar_today May 26, 2026 person Adi Steiner domain scaleops

GPU sharing in Kubernetes lets multiple pods use the same physical GPU, rather than forcing each pod to reserve a full device. The three main NVIDIA-supported options are time-slicing, Multi-Process Service (MPS), and Multi-Instance GPU (MIG). Each solves that problem differently.

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