# Muhammad Ali Shafique Kansas State University Department of Electrical and Computer Engineering所属の研究者。[[@2026__AI__Scalable and Energy-Efficient AI - System-Level Profiling of NVIDIA GPU Clusters for Distributed LLM Training]]の筆頭著者として、NVIDIA H100とB200 GPUクラスタのLLM/VLM分散訓練における性能・エネルギー効率の実証比較を行った(Source: [[@2026__AI__Scalable and Energy-Efficient AI - System-Level Profiling of NVIDIA GPU Clusters for Distributed LLM Training]])。