Apple Researchers Propose Turning Idle Mac GPUs Into a Shared Inference Cluster

In short: A new Apple research paper introduces Minions, a system that pools unused GPU capacity across Apple Silicon Macs into a single distributed cloud for running machine learning inference. Instead of buying additional GPU hardware, teams could tap spare compute sitting idle on existing macOS devices. The authors say the design handles task scheduling, failure recovery, and efficient use of available resources, offering an alternative when dedicated GPU capacity is scarce or expensive.

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