Hao-Tian Zheng

Low-Latency MoE Inference in Space Data Centers: A Wireless-Power-Transfer Perspective

Space data centers (SpaceDCs) are emerging as platforms for large language models (LLMs), supported by continuous solar-energy harvesting and high-speed interconnections. The mixture-of-experts (MoE) architecture supports distributed LLM inference by deploying experts across satellites. However, skewed expert activatio...