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Apple researchers present Minions, a system that aggregates idle Apple Silicon GPUs across macOS devices into a dynamic, fault-tolerant distributed virtual GPU cloud for large-scale ML inference, offering a cost-effective alternative to centralized GPU infrastructure.
This paper presents a two-step method for optimizing resource utilization in autonomous laboratories using constraint programming for scheduling and status dependencies for robust execution, demonstrated on a platform for metal-organic framework synthesis.