Gray Failure: The Achilles' Heel of Cloud-Scale Systems. - Peng Huang 005; Chuanxiong Guo; Lidong Zhou; Jacob R. Lorch; Yingnong Dang; Murali Chintalapati; Randolph Yao (HotOS, 2017)

Deepview: Virtual Disk Failure Diagnosis and Pattern Detection for Azure. - Qiao Zhang 001; Guo Yu; Chuanxiong Guo; Yingnong Dang; Nick Swanson; Xinsheng Yang; Randolph Yao; Murali Chintalapati; Arvind Krishnamurthy; Thomas E. Anderson (NSDI, 2018)

Predicting Node failure in cloud service systems. - Qingwei Lin; Ken Hsieh; Yingnong Dang; Hongyu Zhang 002; Kaixin Sui; Yong Xu 010; Jian-Guang Lou; Chenggang Li; Youjiang Wu; Randolph Yao; Murali Chintalapati; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2018)

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)

Neural Feature Search: A Neural Architecture for Automated Feature Engineering. - Xiangning Chen; Bo Qiao 001; Weiyi Zhang; Wei Wu 011; Murali Chintalapati; Dongmei Zhang 001; Qingwei Lin; Chuan Luo 002; Xudong Li; Hongyu Zhang 002; Yong Xu 010; Yingnong Dang; et al. (ICDM, 2019)

Robust log-based anomaly detection on unstable log data. - Xu Zhang 024; Yong Xu 010; Qingwei Lin; Bo Qiao 001; Hongyu Zhang 002; Yingnong Dang; Chunyu Xie; Xinsheng Yang; Qian Cheng; Ze Li 005; Junjie Chen 003; Xiaoting He 003; et al. (ESEC/SIGSOFT FSE, 2019)

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)

Annual Interruption Rate as a KPI, its measurement and comparison. - Rohit Pandey; Yingnong Dang; Ali Vira; Aerin Young Kim; Gil Lapid Shafriri; Murali Chintalapati (CoRR, 2019)

Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure. - Ze Li 005; Qian Cheng; Ken Hsieh; Yingnong Dang; Peng Huang 005; Pankaj Singh; Xinsheng Yang; Qingwei Lin; Youjiang Wu; Sebastien Levy; Murali Chintalapati (NSDI, 2020)

Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions. - Sebastien Levy; Randolph Yao; Youjiang Wu; Yingnong Dang; Peng Huang 005; Zheng Mu; Pu Zhao 004; Tarun Ramani; Naga K. Govindaraju; Xukun Li; Qingwei Lin; Gil Lapid Shafriri; et al. (OSDI, 2020)

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search. - Jiazhen Gu; Chuan Luo 002; Si Qin; Bo Qiao 001; Qingwei Lin; Hongyu Zhang 002; Ze Li 005; Yingnong Dang; Shaowei Cai 001; Wei Wu 011; Yangfan Zhou; Murali Chintalapati; et al. (ESEC/SIGSOFT FSE, 2020)

Breaking hypothesis testing for failure rates. - Rohit Pandey; Yingnong Dang; Gil Lapid Shafriri; Murali Chintalapati; Aerin Young Kim (CoRR, 2020)

Onion: identifying incident-indicating logs for cloud systems. - Xu Zhang 024; Yong Xu 010; Si Qin; Shilin He; Bo Qiao 001; Ze Li 005; Hongyu Zhang 002; Xukun Li; Yingnong Dang; Qingwei Lin; Murali Chintalapati; Saravanakumar Rajmohan; et al. (ESEC/SIGSOFT FSE, 2021)

RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure. - Chang Lou; Cong Chen; Peng Huang 005; Yingnong Dang; Si Qin; Xinsheng Yang; Xukun Li; Qingwei Lin; Murali Chintalapati (OSDI, 2022)

Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems. - Xiaohan Yan; Ken Hsieh; Yasitha Liyanage; Minghua Ma; Murali Chintalapati; Qingwei Lin; Yingnong Dang; Dongmei Zhang 001 (ICSE-SEIP, 2023)

CODEC: Cost-Effective Duration Prediction System for Deadline Scheduling in the Cloud. - Haozhe Li; Minghua Ma; Yudong Liu; Si Qin; Bo Qiao 001; Randolph Yao; Harshwardhan Chaturvedi; Tri Tran; Murali Chintalapati; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (ISSRE, 2023)

EDITS: An Easy-to-difficult Training Strategy for Cloud Failure Prediction. - Qingwei Lin; Tianci Li; Pu Zhao 004; Yudong Liu; Minghua Ma; Lingling Zheng; Murali Chintalapati; Bo Liu; Paul Wang; Hongyu Zhang 002; Yingnong Dang; Saravan Rajmohan; et al. (WWW (Companion Volume), 2023)

Deoxys: A Causal Inference Engine for Unhealthy Node Mitigation in Large-scale Cloud Infrastructure. - Chaoyun Zhang; Randolph Yao; Si Qin; Ze Li 005; Shekhar Agrawal; Binit R. Mishra; Tri Tran; Minghua Ma; Qingwei Lin; Murali Chintalapati; Dongmei Zhang 001 (SoCC, 2024)

Can We Trust Auto-Mitigation? Improving Cloud Failure Prediction with Uncertain Positive Learning. - Haozhe Li; Minghua Ma; Yudong Liu; Pu Zhao 004; Shuo Li 013; Ze Li 005; Murali Chintalapati; Yingnong Dang; Chetan Bansal; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (ISSRE, 2024)

Early Bird: Ensuring Reliability of Cloud Systems Through Early Failure Prediction. - Yudong Liu; Minghua Ma; Pu Zhao 004; Tianci Li; Bo Qiao 001; Shuo Li 013; Ze Li 005; Murali Chintalapati; Yingnong Dang; Chetan Bansal; Saravan Rajmohan; Qingwei Lin; et al. (ISSRE (Workshops), 2024)

Large Language Models Can Provide Accurate and Interpretable Incident Triage. - Zexin Wang; Jianhui Li; Minghua Ma; Ze Li 005; Yu Kang 006; Chaoyun Zhang; Chetan Bansal; Murali Chintalapati; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001; Changhua Pei; et al. (ISSRE, 2024)

Why does Prediction Accuracy Decrease over Time? Uncertain Positive Learning for Cloud Failure Prediction. - Haozhe Li; Minghua Ma; Yudong Liu; Pu Zhao 004; Lingling Zheng; Ze Li 005; Yingnong Dang; Murali Chintalapati; Saravan Rajmohan; Qingwei Lin; Dongmei Zhang 001 (CoRR, 2024)

Orchestrating Cross-Layer Anomaly Detection and Mitigation to Address Gray Failures in Large-Scale Cloud Infrastructure. - Ze Li 005; Chang Lou; Vignatha Yenugutala; Vivek Ramamurthy; Eion Blanchard; Minghua Ma; Murali Chintalapati (AIOps, 2025)