Improving Service Availability of Cloud Systems by Predicting Disk Error. - Yong Xu 010; Kaixin Sui; Randolph Yao; Hongyu Zhang 002; Qingwei Lin; Yingnong Dang; Peng Li 062; Keceng Jiang; Wenchi Zhang; Jian-Guang Lou; Murali Chintalapati; Dongmei Zhang 001 (USENIX ATC, 2018)

Cross-dataset Time Series Anomaly Detection for Cloud Systems. - Xu Zhang 024; Qingwei Lin; Yong Xu 010; Si Qin; Hongyu Zhang 002; Bo Qiao 001; Yingnong Dang; Xinsheng Yang; Qian Cheng; Murali Chintalapati; Youjiang Wu; Ken Hsieh; et al. (USENIX ATC, 2019)

Automatic and Generic Periodicity Adaptation for KPI Anomaly Detection. - Nengwen Zhao; Jing Zhu 007; Yao Wang; Minghua Ma; Wenchi Zhang; Dapeng Liu; Ming Zhang; Dan Pei (IEEE Trans. Netw. Serv. Manag., 2019)

Practical and White-Box Anomaly Detection through Unsupervised and Active Learning. - Yao Wang; Zhaowei Wang 003; Zejun Xie; Nengwen Zhao; Junjie Chen 003; Wenchi Zhang; Kaixin Sui; Dan Pei (ICCCN, 2020)

Understanding and handling alert storm for online service systems. - Nengwen Zhao; Junjie Chen 003; Xiao Peng; Honglin Wang; Xinya Wu; Yuanzong Zhang; Zikai Chen; Xiangzhong Zheng; Xiaohui Nie; Gang Wang; Yong Wu; Fang Zhou; et al. (ICSE (SEIP), 2020)

Root-Cause Metric Location for Microservice Systems via Log Anomaly Detection. - Lingzhi Wang 002; Nengwen Zhao; Junjie Chen 003; Pinnong Li; Wenchi Zhang; Kaixin Sui (ICWS, 2020)

Automatically and Adaptively Identifying Severe Alerts for Online Service Systems. - Nengwen Zhao; Panshi Jin; Lixin Wang; Xiaoqin Yang; Rong Liu; Wenchi Zhang; Kaixin Sui; Dan Pei (INFOCOM, 2020)

Real-time incident prediction for online service systems. - Nengwen Zhao; Junjie Chen 003; Zhou Wang; Xiao Peng; Gang Wang; Yong Wu; Fang Zhou; Zhen Feng; Xiaohui Nie; Wenchi Zhang; Kaixin Sui; Dan Pei (ESEC/SIGSOFT FSE, 2020)

Identifying Root-Cause Metrics for Incident Diagnosis in Online Service Systems. - Canhua Wu; Nengwen Zhao; Lixin Wang; Xiaoqin Yang; Shining Li; Ming Zhang; Xing Jin; Xidao Wen; Xiaohui Nie; Wenchi Zhang; Kaixin Sui; Dan Pei (ISSRE, 2021)

Practical Root Cause Localization for Microservice Systems via Trace Analysis. - Zeyan Li; Junjie Chen 003; Rui Jiao; Nengwen Zhao; Zhijun Wang; Shuwei Zhang; Yanjun Wu; Long Jiang; Leiqin Yan; Zikai Wang; Zhekang Chen; Wenchi Zhang; et al. (IWQoS, 2021)

Identifying bad software changes via multimodal anomaly detection for online service systems. - Nengwen Zhao; Junjie Chen 003; Zhaoyang Yu; Honglin Wang; Jiesong Li; Bin Qiu; Hongyu Xu; Wenchi Zhang; Kaixin Sui; Dan Pei (ESEC/SIGSOFT FSE, 2021)

An empirical investigation of practical log anomaly detection for online service systems. - Nengwen Zhao; Honglin Wang; Zeyan Li; Xiao Peng; Gang Wang; Zhu Pan; Yong Wu; Zhen Feng; Xidao Wen; Wenchi Zhang; Kaixin Sui; Dan Pei (ESEC/SIGSOFT FSE, 2021)

Identifying Erroneous Software Changes through Self-Supervised Contrastive Learning on Time Series Data. - Xuanrun Wang; Kanglin Yin; Qianyu Ouyang; Xidao Wen; Shenglin Zhang; Wenchi Zhang; Li Cao; Jiuxue Han; Xing Jin; Dan Pei (ISSRE, 2022)

Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition. - Mingjie Li 005; Zeyan Li; Kanglin Yin; Xiaohui Nie; Wenchi Zhang; Kaixin Sui; Dan Pei (KDD, 2022)

Actionable and interpretable fault localization for recurring failures in online service systems. - Zeyan Li; Nengwen Zhao; Mingjie Li 005; Xianglin Lu; Lixin Wang; Dongdong Chang; Xiaohui Nie; Li Cao; Wenchi Zhang; Kaixin Sui; Yanhua Wang; Xu Du; et al. (ESEC/SIGSOFT FSE, 2022)

Multi-stage Location for Root-Cause Metrics in Online Service Systems. - Yunfeng Zhao; Wenchi Zhang; Zhiliang Wang; Shize Zhang; Kaixin Sui; Enhuan Dong; Jiahai Yang 001 (NOMS, 2023)

A survey on intelligent management of alerts and incidents in IT services. - Qingyang Yu; Nengwen Zhao; Mingjie Li 005; Zeyan Li; Honglin Wang; Wenchi Zhang; Kaixin Sui; Dan Pei (J. Netw. Comput. Appl., 2024)