Architects' Tech Alliance

May 19, 2024 · Industry Insights

How to Build a 10,000‑GPU Supercluster: Core Design Principles and Architecture

This article analyzes the challenges and solutions for constructing a super‑large GPU training cluster, outlining five fundamental design principles, a four‑layer plus one‑domain architecture, and practical considerations for hardware, networking, and operational reliability in AI workloads.