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Luo, Chuan, Zhao, Pu, Zhang, Dongmei, Qiao, Bo, Wu, Youjiang, Zhang, Hongyu, Wu, Wei, Lu, Weihai, Dang, Yingnong, Rajmohan, Saravanakumar, Lin, Qingwei. ACM; 2021. NTAM: Neighborhood-temporal attention model for disk failure prediction in cloud platforms.
Wang, Weijing, Chen, Junjie, Xu, Zhangwei, Dang, Yingnong, Zhang, Dongmei, Yang, Lin, Zhang, Hongyu, Zhao, Pu, Qiao, Bo, Kang, Yu, Lin, Qingwei, Rajmohan, Saravanakumar, Gao, Feng. Institute of Electrical and Electronics Engineers (IEEE); 2021. How long will it take to mitigate this incident for online service systems?.
Luo, Chuan, Zhao, Pu, Lin, Qingwei, Chen, Chen, Qiao, Bo, Du, Chao, Zhang, Hongyu, Wu, Wei, Cai, Shaowei, He, Bing, Rajmohan, Saravanakumar. AAAI Press; 2021. PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector.
Jiang, Jiajun, Lu, Weihai, Chen, Junjie, Lin, Qingwei, Zhao, Pu, Kang, Yu, Zhang, Hongyu, Xiong, Yingfei, Gao, Feng, Xu, Zhangwei, Dang, Yingnong, Zhang, Dongmei. Association for Computing Machinery; 2020. How to mitigate the incident? An effective troubleshooting guide recommendation technique for online service systems.
Chen, Yujun, Yang, Xian, Dong, Hang, He, Xiaoting, Zhang, Hongyu, Lin, Qingwei, Chen, Junjie, Zhao, Pu, Kang, Yu, Gao, Feng, Xu, Zhangwei, Zhang, Dongmei. Association for Computing Machinery (ACM); 2020. Identifying linked incidents in large-scale online service systems.
Luo, Chuan, Qiao, Bo, Xing, Wenqian, Chen, Xin, Zhao, Pu, Du, Chao, Yao, Randolph, Zhang, Hongyu, Wu, Wei, Shaowei, Cai, Bing, He, Saravanakumar, Rajmohan, Qingwei, Lin. AAAI Press; 2021. Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems.
Wang, Yaohui, Li, Guozheng, Xu, Zhangwei, Zhao, Pu, Qiao, Bo, Li, Liqun, Zhang, Xu, Lin, Qingwei, Wang, Zijian, Kang, Yu, Zhou, Yangfan, Zhang, Hongyu, Gao, Feng, Sun, Jeffrey, Yang, Li, Lee, Pochian. Institute of Electrical and Electronics Engineers (IEEE); 2021. Fast Outage Analysis of Large-Scale Production Clouds with Service Correlation Mining.
Li, Liqun, Zhang, Xu, Gao, Feng, Yang, Li, Lin, Qingwei, Rajmohan, Saravanakumar, Xu, Zhangwei, Zhang, Dongmei, Zhao, Xin, Zhang, Hongyu, Kang, Yu, Zhao, Pu, Qiao, Bo, He, Shilin, Lee, Pochian, Sun, Jeffrey. USENIX Association; 2021. Fighting the Fog of War: Automated Incident Detection for Cloud Systems.
Luo, Chuan, Qiao, Bo, Chen, Xin, Zhao, Pu, Yao, Randolph, Zhang, Hongyu, Wu, Wei, Zhou, Andrew, Lin, Qingwei. International Joint Conferences on Artificial Intelligence Organization; 2020. Intelligent virtual machine provisioning in cloud computing.
Dong, Hang, Qin, Si, Abuduweili, Abulikemu, Ramanujan, Sanjay, Subramanian, Karthikeyan, Zhou, Andrew, Rajmohan, Saravanakumar, Zhang, Dongmei, Moscibroda, Thomas, Xu, Yong, Qiao, Bo, Zhou, Shandan, Yang, Xian, Luo, Chuan, Zhao, Pu, Lin, Qingwei, Zhang, Hongyu. Association for Computing Machinery (ACM); 2021. Effective low capacity status prediction for cloud systems.
Chen, Zhuangbin, Kang, Yu, Li, Liqun, Zhang, Xu, Zhang, Hongyu, Xu, Hui, Zhou, Yangfan, Yang, Li, Sun, Jeffrey, Xu, Zhangwei, Dang, Yingnong, Gao, Feng, Zhao, Pu, Qiao, Bo, Lin, Qingwei, Zhang, Dongmei, Lyu, Michael R.. Association for Computing Machinery (ACM); 2020. Towards Intelligent Incident Management: Why We Need It and How We Make It.
Luo, Chuan, Lin, Jinkun, Rajmohan, Saravanakumar, Zhang, Dongmei, Cai, Shaowei, Chen, Xin, He, Bing, Qiao, Bo, Zhao, Pu, Lin, Qingwei, Zhang, Hongyu, Wu, Wei. Institute of Electrical and Electronics Engineers (IEEE); 2021. AutoCCAG: An Automated Approach to Constrained Covering Array Generation.
Wang, Lu, Zhao, Pu, Zhang, Hongyu, Rajmohan, Saravan, Zhang, Dongmei, Du, Chao, Luo, Chuan, Su, Mengna, Yang, Fangkai, Liu, Yudong, Lin, Qingwei, Wang, Min, Dang, Yingnong. Association for Computing Machinery; 2022. NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365.
Liu, Yudong, Yang, Hailan, Zhang, Chenjian, Wang, Paul, Dang, Yingnong, Rajmohan, Saravan, Zhang, Dongmei, Zhao, Pu, Ma, Minghua, Wen, Chengwu, Zhang, Hongyu, Luo, Chuan, Lin, Qingwei, Yi, Chang, Wang, Jiaojian. Association for Computing Machinery; 2022. Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems.