# Shenglin Zhang [[Nankai University]] College of Software の准教授で同院の副院長。AIOps(異常検知・故障診断・根本原因分析・障害予測・変更管理)を長く牽引する。博士は [[Tsinghua University]] で取得し、指導教員は [[Dan Pei]] と Ying Liu。[[OptProphet]] 論文([[@2025__APNET__Forewarned is Forearmed - Joint Prediction and Classification of Optical Transceiver Failures in Large-Scale LLM Training Clusters]], APNet 2025)の共著者。[[SCELM]] 論文([[@2025__FSE Companion__A Multimodal Intelligent Change Assessment Framework for Microservice Systems Based on Large Language Models]], FSE Companion '25)の責任著者([email protected])。[[FlowXpert]] 論文([[@2025__KDD__FlowXpert - Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution]], KDD 2025)の責任著者でもあり、トラブルシューティングワークフロー自動生成と多エージェント共進化を Huawei Cloud との産学連携で実現した。(Source: [[@2025__KDD__FlowXpert - Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution]]) ## 関連 - ソース: [[@2025__APNET__Forewarned is Forearmed - Joint Prediction and Classification of Optical Transceiver Failures in Large-Scale LLM Training Clusters]] / [[@2025__FSE Companion__A Multimodal Intelligent Change Assessment Framework for Microservice Systems Based on Large Language Models]] / [[@2025__KDD__FlowXpert - Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution]] / [[@2026__ASE__OpsAgent - An Evolving Multi-agent System for Incident Management in Microservices]] - 所属: [[Nankai University]] / [[Tsinghua University]](博士) - 共同研究者: [[Yongqian Sun]] / [[Sibo Xia]] / [[Dan Pei]] - 関連プロダクト: [[OptProphet]] / [[SCELM]] / [[FlowXpert]]