CONAN: Diagnosing Batch Failures for Cloud Systems
- Li, Liqun, Zhang, Xu, Zhang, Dongmei, He, Shilin, Kang, Yu, Zhango, Hongyu, Ma, Mingyu, Dang, Yingnong, Xu, Zhangwei, Rajmohan, Saravan, Lin, Qingwei
- Creator: Li, Liqun , Zhang, Xu , Zhang, Dongmei , He, Shilin , Kang, Yu , Zhango, Hongyu , Ma, Mingyu , Dang, Yingnong , Xu, Zhangwei , Rajmohan, Saravan , Lin, Qingwei
- Resource Type: conference paper
- Date: 2023
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
- Creator: Ma, Minghua , Liu, Yudong , Rajmohan, Saravanakumar , Lin, Qingwei , Tong, Yuang , Li, Haozhe , Zhao, Pu , Xu, Yong , Zhang, Hongyu , He, Shilin , Wang, Lu , Dang, Yingnong
- Resource Type: conference paper
- Date: 2022
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
- Creator: 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
- Resource Type: conference paper
- Date: 2022
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
- Creator: 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
- Resource Type: conference paper
- Date: 2022
SPINE: a scalable log parser with feedback guidance
- Wang, Xuheng, Zhang, Xu, Rajmohan, Saravanakumar, Zhang, Dongmei, Li, Liqun, He, Shilin, Zhang, Hongyu, Liu, Yudong, Zheng, Lingling, Kang, Yu, Lin, Qingwei, Dang, Yingnong
- Creator: Wang, Xuheng , Zhang, Xu , Rajmohan, Saravanakumar , Zhang, Dongmei , Li, Liqun , He, Shilin , Zhang, Hongyu , Liu, Yudong , Zheng, Lingling , Kang, Yu , Lin, Qingwei , Dang, Yingnong
- Resource Type: conference paper
- Date: 2022
UniParser: A Unified Log Parser for Heterogeneous Log Data
- Liu, Yudong, Zhang, Xu, Rajmohan, Saravan, Zhang, Dongmei, He, Shilin, Zhang, Hongyu, Li, Liqun, Kang, Yu, Xu, Yong, Ma, Minghua, Lin, Qingwei, Dang, Yingnong
- Creator: Liu, Yudong , Zhang, Xu , Rajmohan, Saravan , Zhang, Dongmei , He, Shilin , Zhang, Hongyu , Li, Liqun , Kang, Yu , Xu, Yong , Ma, Minghua , Lin, Qingwei , Dang, Yingnong
- Resource Type: conference paper
- Date: 2022
HALO: Hierarchy-aware Fault Localization for Cloud Systems
- Zhang, Xu, Du, Chao, Rajmohan, Saravanakumar, Zhang, Dongmei, Li, Yifan, Xu, Yong, Zhang, Hongyu, Qin, Si, Li, Ze, Lin, Qingwei, Dang, Yingnong, Zhou, Andrew
- Creator: Zhang, Xu , Du, Chao , Rajmohan, Saravanakumar , Zhang, Dongmei , Li, Yifan , Xu, Yong , Zhang, Hongyu , Qin, Si , Li, Ze , Lin, Qingwei , Dang, Yingnong , Zhou, Andrew
- Resource Type: conference paper
- Date: 2021
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
- Creator: 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
- Resource Type: conference paper
- Date: 2021
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
- Creator: Luo, Chuan , Zhao, Pu , Zhang, Dongmei , Qiao, Bo , Wu, Youjiang , Zhang, Hongyu , Wu, Wei , Lu, Weihai , Dang, Yingnong , Rajmohan, Saravanakumar , Lin, Qingwei
- Resource Type: conference paper
- Date: 2021
Onion: Identifying incident-indicating logs for cloud systems
- Zhang, Xu, Xu, Yong, Chintalapati, Murali, Rajmohan, Saravanakumar, Zhang, Dongmei, Qin, Si, He, Shilin, Qiao, Bo, Li, Ze, Zhang, Hongyu, Li, Xukun, Dang, Yingnong, Lin, Qingwei
- Creator: Zhang, Xu , Xu, Yong , Chintalapati, Murali , Rajmohan, Saravanakumar , Zhang, Dongmei , Qin, Si , He, Shilin , Qiao, Bo , Li, Ze , Zhang, Hongyu , Li, Xukun , Dang, Yingnong , Lin, Qingwei
- Resource Type: conference paper
- Date: 2021
Efficient incident identification from multi-dimensional issue reports via meta-heuristic search
- Gu, Jiazhen, Luo, Chuan, Qin, Si, Qiao, Bo, Lin, Qingwei, Zhang, Hongyu, Li, Ze, Dang, Yingnong, Cai, Shaowei, Wu, Wei, Zhou, Yangfan, Chintalapati, Murali, Zhang, Dongmei
- Creator: Gu, Jiazhen , Luo, Chuan , Qin, Si , Qiao, Bo , Lin, Qingwei , Zhang, Hongyu , Li, Ze , Dang, Yingnong , Cai, Shaowei , Wu, Wei , Zhou, Yangfan , Chintalapati, Murali , Zhang, Dongmei
- Resource Type: conference paper
- Date: 2020
- Chen, Junjie, Zhang, Shu, He, Xiaoting, Lin, Qingwei, Zhang, Hongyu, Hao, Dan, Kang, Yu, Gao, Feng, Xu, Zhangwei, Dang, Yingnong, Zhang, Dongmei
- Creator: Chen, Junjie , Zhang, Shu , He, Xiaoting , Lin, Qingwei , Zhang, Hongyu , Hao, Dan , Kang, Yu , Gao, Feng , Xu, Zhangwei , Dang, Yingnong , Zhang, Dongmei
- Resource Type: conference paper
- Date: 2020
- Jiang, Jiajun, Lu, Weihai, Chen, Junjie, Lin, Qingwei, Zhao, Pu, Kang, Yu, Zhang, Hongyu, Xiong, Yingfei, Gao, Feng, Xu, Zhangwei, Dang, Yingnong, Zhang, Dongmei
- Creator: Jiang, Jiajun , Lu, Weihai , Chen, Junjie , Lin, Qingwei , Zhao, Pu , Kang, Yu , Zhang, Hongyu , Xiong, Yingfei , Gao, Feng , Xu, Zhangwei , Dang, Yingnong , Zhang, Dongmei
- Resource Type: conference paper
- Date: 2020
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.
- Creator: 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.
- Resource Type: conference paper
- Date: 2020
An Empirical Investigation of Incident Triage for Online Service Systems
- Chen, Junjie, He, Xiaoting, Lin, Qingwei, Xu, Yong, Zhang, Hongyu, Hao, Dan, Gao, Feng, Xu, Zhangwei, Dang, Yingnong, Zhang, Dongmei
- Creator: Chen, Junjie , He, Xiaoting , Lin, Qingwei , Xu, Yong , Zhang, Hongyu , Hao, Dan , Gao, Feng , Xu, Zhangwei , Dang, Yingnong , Zhang, Dongmei
- Resource Type: conference paper
- Date: 2019
Continuous incident triage for large-scale online service systems
- Chen, Junjie, He, Xiaoting, Lin, Qingwei, Zhang, Hongyu, Hao, Dan, Gao, Feng, Xu, Zhangwei, Dang, Yingnong, Zhang, Dongnei
- Creator: Chen, Junjie , He, Xiaoting , Lin, Qingwei , Zhang, Hongyu , Hao, Dan , Gao, Feng , Xu, Zhangwei , Dang, Yingnong , Zhang, Dongnei
- Resource Type: conference paper
- Date: 2019
Cross-dataset time series anomaly detection for cloud systems
- Zhang, Xu, Lin, Qingwei, Wu, Youjiang, Hsieh, Ken, Sui, Kaixin, Meng, Xin, Xu, Yaohai, Zhang, Wenchi, Shen, Furao, Zhang, Dongmei, Xu, Yong, Qin, Si, Zhang, Hongyu, Qiao, Bo, Dang, Yingnong, Yang, Xinshen, Cheng, Qian, Chintalapati, Murali
- Creator: Zhang, Xu , Lin, Qingwei , Wu, Youjiang , Hsieh, Ken , Sui, Kaixin , Meng, Xin , Xu, Yaohai , Zhang, Wenchi , Shen, Furao , Zhang, Dongmei , Xu, Yong , Qin, Si , Zhang, Hongyu , Qiao, Bo , Dang, Yingnong , Yang, Xinshen , Cheng, Qian , Chintalapati, Murali
- Resource Type: conference paper
- Date: 2019
Neural feature search: a neural architecture for automated feature engineering
- Chen, Xiangning, Lin, Qingwei, Luo, Chuan, Li, Xudong, Zang, Hongyu, Xu, Yong, Dang, Yingnong, Sui, Kaixin, Zhang, Xu, Qiao, Bo, Zhang, Weiyi, Wu, Wei, Chintalapati, Murali, Zhang, Dongmei
- Creator: Chen, Xiangning , Lin, Qingwei , Luo, Chuan , Li, Xudong , Zang, Hongyu , Xu, Yong , Dang, Yingnong , Sui, Kaixin , Zhang, Xu , Qiao, Bo , Zhang, Weiyi , Wu, Wei , Chintalapati, Murali , Zhang, Dongmei
- Resource Type: conference paper
- Date: 2019
Outage Prediction and Diagnosis for Cloud Service Systems
- Chen, Yujun, Zhang, Hongyu, Xu, Zhangwei, Dang, Yingnong, Yang, Xian, Lin, Qingwei, Zhang, Dongmei, Dong, Hang, Xu, Yong, Li, Hao, Kang, Yu, Gao, Feng
- Creator: Chen, Yujun , Zhang, Hongyu , Xu, Zhangwei , Dang, Yingnong , Yang, Xian , Lin, Qingwei , Zhang, Dongmei , Dong, Hang , Xu, Yong , Li, Hao , Kang, Yu , Gao, Feng
- Resource Type: conference paper
- Date: 2019
- Creator: Chen, Yujun , Zhang, Hongyu , Xu, Zhangwei , Dang, Yingnong , Yang, Xian , Lin, Qingwei , Zhang, Dongmei , Dong, Hang , Xu, Yong , Li, Hao , Kang, Yu , Gao, Feng
- Resource Type: conference paper
- Date: 2019
Robust log-based anomaly detection on unstable log data
- Zhang, Xu, Xu, Yong, Lin, Qingwei, Qiao, Bo, Zhang, Hongyu, Dang, Yingnong, Xie, Chunyu, Yang, Xinsheng, Cheng, Qian, Li, Ze, Chen, Junjie, He, Xiaoting, Yao, Randolph, Lou, Jian-Guang, Chintalapati, Murali, Shen, Furao, Zhang, Dongmei
- Creator: Zhang, Xu , Xu, Yong , Lin, Qingwei , Qiao, Bo , Zhang, Hongyu , Dang, Yingnong , Xie, Chunyu , Yang, Xinsheng , Cheng, Qian , Li, Ze , Chen, Junjie , He, Xiaoting , Yao, Randolph , Lou, Jian-Guang , Chintalapati, Murali , Shen, Furao , Zhang, Dongmei
- Resource Type: conference paper
- Date: 2019