Huawei CloudMatrix: A Peer-to-Peer AI Datacenter Architecture for Scalable and Efficient LLM Serving
LLMs have quickly superior with hovering parameter counts, widespread use of mixture-of-experts (MoE) designs, and large context lengths. Fashions like DeepSeek-R1, LLaMA-4, and Qwen-3 now attain trillions of parameters, demanding monumental compute, reminiscence bandwidth, and quick inter-chip communication. MoE improves effectivity however creates challenges in professional routing, whereas context home windows exceeding 1,000,000 tokens pressure…
