An empirical investigation of missing data handling in cloud node failure prediction

- Ma, Minghua, Liu, Yudong, Rajmohan, Saravanakumar, Lin, Qingwei, Tong, Yuang, Li, Haozhe, Zhao, Pu, Xu, Yong, Zhang, Hongyu, He, Shilin, Wang, Lu, Dang, Yingnong

Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems

- 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

NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365

- 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

AutoCCAG: An Automated Approach to Constrained Covering Array Generation

- Luo, Chuan, Lin, Jinkun, Rajmohan, Saravanakumar, Zhang, Dongmei, Cai, Shaowei, Chen, Xin, He, Bing, Qiao, Bo, Zhao, Pu, Lin, Qingwei, Zhang, Hongyu, Wu, Wei

Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud 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

Effective low capacity status prediction for cloud systems

- 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

Fast Outage Analysis of Large-Scale Production Clouds with Service Correlation Mining

- 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

Fighting the Fog of War: Automated Incident Detection for Cloud Systems

- 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

How long will it take to mitigate this incident for online service systems?

- 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

NTAM: Neighborhood-temporal attention model for disk failure prediction in cloud platforms

- Luo, Chuan, Zhao, Pu, Zhang, Dongmei, Qiao, Bo, Wu, Youjiang, Zhang, Hongyu, Wu, Wei, Lu, Weihai, Dang, Yingnong, Rajmohan, Saravanakumar, Lin, Qingwei

PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector

- Luo, Chuan, Zhao, Pu, Lin, Qingwei, Chen, Chen, Qiao, Bo, Du, Chao, Zhang, Hongyu, Wu, Wei, Cai, Shaowei, He, Bing, Rajmohan, Saravanakumar

How to mitigate the incident? An effective troubleshooting guide recommendation technique for online service systems

- Jiang, Jiajun, Lu, Weihai, Chen, Junjie, Lin, Qingwei, Zhao, Pu, Kang, Yu, Zhang, Hongyu, Xiong, Yingfei, Gao, Feng, Xu, Zhangwei, Dang, Yingnong, Zhang, Dongmei

Identifying linked incidents in large-scale 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

Intelligent virtual machine provisioning in cloud computing

- Luo, Chuan, Qiao, Bo, Chen, Xin, Zhao, Pu, Yao, Randolph, Zhang, Hongyu, Wu, Wei, Zhou, Andrew, Lin, Qingwei

Towards Intelligent Incident Management: Why We Need It and How We Make It

- 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.