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Deoxys: A Causal Inference Engine for Unhealthy Node Mitigation in Large-scale Cloud Infrastructure
Chaoyun Zhang,Randolph Yao, Si Qin, Ze Li, Shekhar Agrawal, Binit R. Mishra,Tri Tran, Minghua Ma,Qingwei Lin,Murali Chintalapati,Dongmei Zhang
CoRR (2024)
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Early Bird: Ensuring Reliability of Cloud Systems Through Early Failure Prediction
Yudong Liu,Minghua Ma,Pu Zhao, Tianci Li,Bo Qiao, Shuo Li,Ze Li,Murali Chintalapati,Yingnong Dang,Chetan Bansal, Saravan Rajmohan,Qingwei Lin,
IEEE International Symposium on Software Reliability Engineeringpp.49-54, (2024)
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Can We Trust Auto-Mitigation? Improving Cloud Failure Prediction with Uncertain Positive Learning
Haozhe Li,Minghua Ma,Yudong Liu,Pu Zhao, Shuo Li,Ze Li,Murali Chintalapati,Yingnong Dang,Chetan Bansal, Saravan Rajmohan,Qingwei Lin,Dongmei Zhang
IEEE International Symposium on Software Reliability Engineeringpp.499-510, (2024)
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CODEC: Cost-Effective Duration Prediction System for Deadline Scheduling in the Cloud
Haozhe Li,Minghua Ma,Yudong Liu,Si Qin,Bo Qiao,Randolph Yao, Harshwardhan Chaturvedi,Tri Tran,Murali Chintalapati,Saravan Rajmohan,Qingwei Lin,Dongmei Zhang
2023 IEEE 34TH INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING, ISSREpp.298-308, (2023)
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EDITS: an Easy-to-difficult Training Strategy for Cloud Failure Prediction
Tianci Li,Pu Zhao,Yudong Liu,Minghua Ma,Lingling Zheng,Murali Chintalapati, Bo Liu,Paul Wang,Hongyu Zhang,Yingnong Dang,Saravan Rajmohan,Qingwei Lin,
International Workshop on Natural Language Processing for Knowledge Graph Creationpp.371-375, (2023)
引用3浏览0EI引用
3
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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
2023 IEEE/ACM 45TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING SOFTWARE ENGINEERING IN PRACTICE, ICSE-SEIPpp.222-233, (2023)
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Infusing ML into VM Provisioning in Cloud
Randolph Yao,Chuan Luo,Bo Qiao,Qingwei Lin,Tri Tran,Gil Lapid Shafriri,Yingnong Dang, Raphael Ghelman, Pulak Goyal,Eli Cortez, Daud Howlader,Sushant Rewaskar,
2021 IEEE/ACM International Workshop on Cloud Intelligence (CloudIntelligence) (2021)
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