Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems
- 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
- 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
SamplingCA: effective and efficient sampling-based pairwise testing for highly configurable software systems
- Creator: Luo, Chuan , Zhao, Qiyuan , Cai, Shaowei , Zhang, Hongyu , Hu, Chunming
- Resource Type: conference paper
- Date: 2022
AutoCCAG: An Automated Approach to Constrained Covering Array Generation
- Creator: Luo, Chuan , Lin, Jinkun , Rajmohan, Saravanakumar , Zhang, Dongmei , Cai, Shaowei , Chen, Xin , He, Bing , Qiao, Bo , Zhao, Pu , Lin, Qingwei , Zhang, Hongyu , Wu, Wei
- Resource Type: conference paper
- Date: 2021
Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems
- Creator: 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
- Resource Type: conference paper
- Date: 2021
Effective low capacity status prediction for cloud systems
- Creator: 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
- Resource Type: conference paper
- Date: 2021
Intelligent container reallocation at Microsoft 365
- Creator: Qiao, Bo , Yang, Fangkai , Rajmohan, Saravanakumar , Zhang, Dongmei , Luo, Chuan , Wang, Yanan , Li, Johnny , Lin, Quinwei , Zhang, Hongyu , Datta, Mohit , Zhou, Andrew , Moscibroda, Thomas
- Resource Type: conference paper
- Date: 2021
LS-sampling: An effective local search based sampling approach for achieving high t-wise coverage
- Creator: Luo, Chuan , Sun, Binqi , Qiao, Bo , Chen, Junjie , Zhang, Hongyu , Lin, Jinkun , Lin, Qingwei , Zhang, Dongmei
- Resource Type: conference paper
- Date: 2021
NTAM: Neighborhood-temporal attention model for disk failure prediction in cloud platforms
- 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
PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector
- Creator: Luo, Chuan , Zhao, Pu , Lin, Qingwei , Chen, Chen , Qiao, Bo , Du, Chao , Zhang, Hongyu , Wu, Wei , Cai, Shaowei , He, Bing , Rajmohan, Saravanakumar
- Resource Type: conference paper
- Date: 2021
Efficient incident identification from multi-dimensional issue reports via meta-heuristic search
- 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
Intelligent virtual machine provisioning in cloud computing
- Creator: Luo, Chuan , Qiao, Bo , Chen, Xin , Zhao, Pu , Yao, Randolph , Zhang, Hongyu , Wu, Wei , Zhou, Andrew , Lin, Qingwei
- Resource Type: conference paper
- Date: 2020
Local Search with Efficient Automatic Configuration for Minimum Vertex Cover
- Creator: Luo, Chuan , Hoos, Holger H. , Cai, Shaowei , Lin, Qingwei , Zhang, Hongyu , Zhang, Dongmei
- Resource Type: conference paper
- Date: 2019
Neural feature search: a neural architecture for automated feature engineering
- 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
Towards More Efficient Meta-heuristic Algorithms for Combinatorial Test Generation
- Creator: Lin, Jinkun , Cai, Shaowei , Luo, Chuan , Lin, Qingwei , Zhang, Hongyu
- Resource Type: conference paper
- Date: 2019