# Apple — Minions: A Dynamic and Distributed Virtual GPU Cloud Built on Idle Apple Silicon Devices

- Company: Apple (apple.com)
- Announced: 2026-10-12
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://machinelearning.apple.com/research/distributed-gpu-cloud
- Record: https://forck.live/items/20055-minions-a-dynamic-and-distributed-virtual-gpu-cloud-built-on-idle-apple
- Subject: Machine Learning Research

Apple researchers introduced Minions, a distributed virtual GPU cloud that aggregates idle Apple Silicon GPUs across macOS devices to run large-scale machine learning inference workloads. The system aims to reduce reliance on centralized GPU infrastructure by leveraging existing hardware, providing fault tolerance and efficient resource utilization.

## Evidence

Verbatim from https://machinelearning.apple.com/research/distributed-gpu-cloud:

> This paper presents Minions, a dynamic and distributed virtual GPU cloud that aggregates idle Apple Silicon GPUs across macOS devices to execute large-scale machine learning inference workloads.

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Record: https://forck.live/items/20055-minions-a-dynamic-and-distributed-virtual-gpu-cloud-built-on-idle-apple
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