# Bingsheng He [[National University of Singapore]] 所属。[[@2025__arXiv__XPUTimer - Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus Scale|Flare(旧 XPUTimer)]] の共著者。また [[Huazhong University of Science and Technology]] の [[Xuanhua Shi]] らと共同で、[[ByteDance]] 本番監視向けインメモリ時系列データベース [[ByteSeries]]([[@2020__SoCC__ByteSeries - An In-Memory Time Series Database for Large-Scale Monitoring Systems]], SoCC 2020)を開発した。 ## 関連 - ソース: [[@2025__arXiv__XPUTimer - Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus Scale]] / [[@2020__SoCC__ByteSeries - An In-Memory Time Series Database for Large-Scale Monitoring Systems]] - 所属: [[National University of Singapore]] - 共著者(XPUTimer): [[Weihao Cui]] / [[Ji Zhang]] / [[Han Zhao]] / [[Chao Liu]] / [[Jian Sha]] / [[Minyi Guo]] / [[Quan Chen]] - 共著者(ByteSeries): [[Xuanhua Shi]] / [[Yongluan Zhou]] - 開発システム: [[ByteSeries]]