# Sibo Xia [[OptProphet]] 論文([[@2025__APNET__Forewarned is Forearmed - Joint Prediction and Classification of Optical Transceiver Failures in Large-Scale LLM Training Clusters]], APNet 2025)の筆頭著者。[[Nankai University]] の AIOps グループに連なり、[[Shenglin Zhang]]・[[Yongqian Sun]] らと大規模 LLM 訓練クラスタの光トランシーバー故障の予測+分類を扱った。(Source: [[@2025__APNET__Forewarned is Forearmed - Joint Prediction and Classification of Optical Transceiver Failures in Large-Scale LLM Training Clusters]]) ## 関連 - ソース: [[@2025__APNET__Forewarned is Forearmed - Joint Prediction and Classification of Optical Transceiver Failures in Large-Scale LLM Training Clusters]] - 所属: [[Nankai University]] - 共著者: [[Shenglin Zhang]] / [[Yongqian Sun]] - 関連プロダクト: [[OptProphet]]