Minions: A Dynamic and Distributed Virtual GPU Cloud Built on Idle Apple Silicon Devices
The increasing demand for GPU-accelerated machine learning inference has exposed limitations in centralized GPU infrastructures, including high cost, limited elasticity, and long wait times under resource constraints. At the same time, modern Apple Silicon–based macOS devices are equipped with powerful GPUs that remain largely idle during normal usage. This paper presents Minions, a dynamic and distributed...
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The increasing demand for GPU-accelerated machine learning inference has exposed limitations in centralized GPU infrastructures, including high cost, limited elasticity, and long wait times under resource constraints. At the same time, modern Apple Silicon–based macOS devices are equipped with powerful GPUs that remain largely idle during normal usage. This paper presents Minions, a dynamic and distributed...
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The development may change operating conditions or market expectations around Apple. Further confirmation and measurable outcomes matter.
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1 articles · 1 publication d'origine · 1 independantes
- Apple Machine Learning ResearchSource primaire · Confirme · EN · 100%Minions: A Dynamic and Distributed Virtual GPU Cloud Built on Idle Apple Silicon Devices ↗
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