# Jinghuan Ren [[Nankai University]] の研究者。Aloha 論文([[@2026__FSE Companion__Aloha - Localizing Batch Failures in Large-scale Cloud Systems via Contrast Analysis and Human-in-the-Loop Agent]]、FSE Companion '26)の第 3 著者。[[Shenglin Zhang]]・[[Yujia Wu]](いずれも [[Nankai University]])、責任著者 [[Yongqian Sun]]([[Nankai University]])、[[Chaoyun Zhang]]・[[Liqun Li]]・[[Qingwei Lin]]・[[Dongmei Zhang]]・[[Saravan Rajmohan]]・[[Chetan Bansal]]・[[Minghua Ma]]([[Microsoft]])、[[Wenwei Gu]]([[Nankai University]])との共同で、対照分析(contrast analysis)ベースの異常箇所特定を human-in-the-loop エージェントでオペレーショナル化するフレームワーク Aloha を提案した。(Source: [[@2026__FSE Companion__Aloha - Localizing Batch Failures in Large-scale Cloud Systems via Contrast Analysis and Human-in-the-Loop Agent]]) ## 関連 - 本ソース: [[@2026__FSE Companion__Aloha - Localizing Batch Failures in Large-scale Cloud Systems via Contrast Analysis and Human-in-the-Loop Agent]] - 所属: [[Nankai University]] - 共著: [[Shenglin Zhang]] / [[Yujia Wu]] / [[Yongqian Sun]] / [[Wenwei Gu]] / [[Chaoyun Zhang]] / [[Liqun Li]] / [[Qingwei Lin]] / [[Dongmei Zhang]] / [[Saravan Rajmohan]] / [[Chetan Bansal]] / [[Minghua Ma]] - 関連概念: [[対照分析]] / [[Fault Localization]] / [[Human-in-the-Loop]]