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)

PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector. - Chuan Luo 002; Pu Zhao 004; Chen Chen; Bo Qiao 001; Chao Du; Hongyu Zhang 002; Wei Wu 011; Shaowei Cai 001; Bing He; Saravanakumar Rajmohan; Qingwei Lin (AAAI, 2021)

AutoCCAG: An Automated Approach to Constrained Covering Array Generation. - Chuan Luo 002; Jinkun Lin; Shaowei Cai 001; Xin Chen; Bing He; Bo Qiao 001; Pu Zhao 004; Qingwei Lin; Hongyu Zhang 002; Wei Wu 011; Saravanakumar Rajmohan; Dongmei Zhang 001 (ICSE, 2021)

How Long Will it Take to Mitigate this Incident for Online Service Systems? - Weijing Wang; Junjie Chen 003; Lin Yang; Hongyu Zhang 002; Pu Zhao 004; Bo Qiao 001; Yu Kang 006; Qingwei Lin; Saravanakumar Rajmohan; Feng Gao 022; Zhangwei Xu; Yingnong Dang; et al. (ISSRE, 2021)

HALO: Hierarchy-aware Fault Localization for Cloud Systems. - Xu Zhang 024; Chao Du; Yifan Li; Yong Xu 010; Hongyu Zhang 002; Si Qin; Ze Li 005; Qingwei Lin; Yingnong Dang; Andrew Zhou; Saravanakumar Rajmohan; Dongmei Zhang 001 (KDD, 2021)

Effective low capacity status prediction for cloud systems. - Hang Dong 004; Si Qin; Yong Xu 010; Bo Qiao 001; Shandan Zhou; Xian Yang 001; Chuan Luo 002; Pu Zhao 004; Qingwei Lin; Hongyu Zhang 002; Abulikemu Abuduweili; Sanjay Ramanujan; et al. (ESEC/SIGSOFT FSE, 2021)

Intelligent container reallocation at Microsoft 365. - Bo Qiao 001; Fangkai Yang; Chuan Luo 002; Yanan Wang; Johnny Li; Qingwei Lin; Hongyu Zhang 002; Mohit Datta; Andrew Zhou; Thomas Moscibroda; Saravanakumar Rajmohan; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2021)

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)

Fighting the Fog of War: Automated Incident Detection for Cloud Systems. - Liqun Li; Xu Zhang 024; Xin Zhao; Hongyu Zhang 002; Yu Kang 006; Pu Zhao 004; Bo Qiao 001; Shilin He; Pochian Lee; Jeffrey Sun; Feng Gao 022; Li Yang; et al. (USENIX ATC, 2021)

NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms. - Chuan Luo 002; Pu Zhao 004; Bo Qiao 001; Youjiang Wu; Hongyu Zhang 002; Wei Wu 011; Weihai Lu; Yingnong Dang; Saravanakumar Rajmohan; Qingwei Lin; Dongmei Zhang 001 (WWW, 2021)

An empirical study of log analysis at Microsoft. - Shilin He; Xu Zhang 024; Pinjia He; Yong Xu 010; Liqun Li; Yu Kang 006; Minghua Ma; Yining Wei; Yingnong Dang; Saravanakumar Rajmohan; Qingwei Lin (ESEC/SIGSOFT FSE, 2022)

An empirical investigation of missing data handling in cloud node failure prediction. - Minghua Ma; Yudong Liu; Yuang Tong; Haozhe Li; Pu Zhao 004; Yong Xu 010; Hongyu Zhang 002; Shilin He; Lu Wang 029; Yingnong Dang; Saravanakumar Rajmohan; Qingwei Lin (ESEC/SIGSOFT FSE, 2022)

SPINE: a scalable log parser with feedback guidance. - Xuheng Wang; Xu Zhang 024; Liqun Li; Shilin He; Hongyu Zhang 002; Yudong Liu; Lingling Zheng; Yu Kang 006; Qingwei Lin; Yingnong Dang; Saravanakumar Rajmohan; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2022)

Conservative State Value Estimation for Offline Reinforcement Learning. - Liting Chen; Jie Yan; Zhengdao Shao; Lu Wang 029; Qingwei Lin; Saravanakumar Rajmohan; Thomas Moscibroda; Dongmei Zhang 001 (NeurIPS, 2023)