# 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]]) [[ART]] 論文([[@2024__ASE__ART - A Unified Unsupervised Framework for Incident Management in Microservice Systems]], ASE 2024)の共著者。[[Yongqian Sun]] らと AD・FT・RCL を統合した教師なしインシデント管理フレームワークを開発した。(Source: [[@2024__ASE__ART - A Unified Unsupervised Framework for Incident Management in Microservice Systems]]) [[LagRCA]] 論文([[@2026__FSE Companion__Bridging the Delay - Lag-Aware Spatio-Temporal Causal Inference for Microservice Root Cause Analysis]], FSE Companion '26)の共著者。[[Shenglin Zhang]]・[[Junhua Kuang]]・[[Yimeng Zhang]]・[[Jintao Feng]]・[[Jingyu Wang]]・[[Wenwei Gu]]・[[Yongqian Sun]]([[Nankai University]])、[[Wei Li]]・[[Liping Zhang]]([[Alibaba Group]])、[[Dan Pei]]([[Tsinghua University]])との共同で、遅延認識時空間因果推論によるマイクロサービス RCA フレームワークを提案した。(Source: [[@2026__FSE Companion__Bridging the Delay - Lag-Aware Spatio-Temporal Causal Inference for Microservice Root Cause Analysis]]) ## 関連 - ソース: [[@2024__ASE__ART - A Unified Unsupervised Framework for Incident Management in Microservice Systems]] / [[@2025__APNET__Forewarned is Forearmed - Joint Prediction and Classification of Optical Transceiver Failures in Large-Scale LLM Training Clusters]] / [[@2026__FSE Companion__Bridging the Delay - Lag-Aware Spatio-Temporal Causal Inference for Microservice Root Cause Analysis]] - 所属: [[Nankai University]] - 共著者: [[Shenglin Zhang]] / [[Yongqian Sun]] / [[Binpeng Shi]] / [[Junhua Kuang]] / [[Wenwei Gu]] - 関連プロダクト: [[OptProphet]] / [[LagRCA]]