Apple researchers turn idle Macs into a virtual GPU cloud with ‘Minions’
Apple researchers describe Minions, an internal system that runs AI inference jobs on idle Apple Silicon Macs when GPUs are scarce.
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Apple internally uses a system known as “Minions,” a “virtual GPU cloud” made up of idle Macs, to help manage workloads, as described in a recent arXiv paper published by its researchers. The system helps take stalled AI jobs, some that once had 10-plus-hour company GPU queues, and distributes them to Macs on the network, with resulting wait times down to as little as minutes. A request from a user on the company’s Slack can get the ball rolling, although the researchers observed a common concern about teams’ data running on devices outside their group.
The paper, also shared on Apple’s…
