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)

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)

Intelligent Virtual Machine Provisioning in Cloud Computing. - Chuan Luo 002; Bo Qiao 001; Xin Chen; Pu Zhao 004; Randolph Yao; Hongyu Zhang 002; Wei Wu 011; Andrew Zhou; Qingwei Lin (IJCAI, 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)

Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems. - Chuan Luo 002; Bo Qiao 001; Wenqian Xing; Xin Chen; Pu Zhao 004; Chao Du; Randolph Yao; Hongyu Zhang 002; Wei Wu 011; Shaowei Cai 001; Bing He; Saravanakumar Rajmohan; et al. (AAAI, 2021)

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)

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)

RuAG: Learned-rule-augmented Generation for Large Language Models. - Yudi Zhang 007; Pei Xiao 007; Lu Wang 029; Chaoyun Zhang; Meng Fang; Yali Du 001; Yevgeniy Puzyrev; Randolph Yao; Si Qin; Qingwei Lin; Mykola Pechenizkiy; Dongmei Zhang 001; et al. (ICLR, 2025)