| Characterizing and improving wifi latency in large-scale operational networks K Sui, M Zhou, D Liu, M Ma, D Pei, Y Zhao, Z Li, T Moscibroda Proceedings of the 14th Annual International Conference on Mobile Systems …, 2016 | 108 | 2016 |
| WiFi can be the weakest link of round trip network latency in the wild C Pei, Y Zhao, G Chen, R Tang, Y Meng, M Ma, K Ling, D Pei IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016 | 75 | 2016 |
| EDUM: classroom education measurements via large-scale WiFi networks M Zhou, M Ma, Y Zhang, K SuiA, D Pei, T Moscibroda Proceedings of the 2016 acm international joint conference on pervasive and …, 2016 | 61 | 2016 |
| Robust and rapid adaption for concept drift in software system anomaly detection M Ma, S Zhang, D Pei, X Huang, H Dai 2018 IEEE 29th International Symposium on Software Reliability Engineering …, 2018 | 55 | 2018 |
| Diagnosing root causes of intermittent slow queries in cloud databases M Ma, Z Yin, S Zhang, S Wang, C Zheng, X Jiang, H Hu, C Luo, Y Li, ... Proceedings of the VLDB Endowment 13 (8), 1176-1189, 2020 | 50 | 2020 |
| Automatic and generic periodicity adaptation for kpi anomaly detection N Zhao, J Zhu, Y Wang, M Ma, W Zhang, D Liu, M Zhang, D Pei IEEE Transactions on Network and Service Management 16 (3), 1170-1183, 2019 | 31 | 2019 |
| Mobicamp: A campus-wide testbed for studying mobile physical activities M Zhou, K Sui, M Ma, Y Zhao, D Pei, T Moscibroda Proceedings of the 3rd International on Workshop on Physical Analytics, 1-6, 2016 | 18 | 2016 |
| {Jump-Starting} Multivariate Time Series Anomaly Detection for Online Service Systems M Ma, S Zhang, J Chen, J Xu, H Li, Y Lin, X Nie, B Zhou, Y Wang, D Pei 2021 USENIX Annual Technical Conference (USENIX ATC 21), 413-426, 2021 | 17 | 2021 |
| Your trajectory privacy can be breached even if you walk in groups K Sui, Y Zhao, D Liu, M Ma, L Xu, L Zimu, D Pei 2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS), 1-6, 2016 | 16 | 2016 |
| Uniparser: A unified log parser for heterogeneous log data Y Liu, X Zhang, S He, H Zhang, L Li, Y Kang, Y Xu, M Ma, Q Lin, Y Dang, ... Proceedings of the ACM Web Conference 2022, 1893-1901, 2022 | 11 | 2022 |
| Constructing Large-Scale Real-World Benchmark Datasets for AIOps Z Li, N Zhao, S Zhang, Y Sun, P Chen, X Wen, M Ma, D Pei arXiv preprint arXiv:2208.03938, 2022 | 3 | 2022 |
| You can hide, but your periodic schedule can't M Ma, K Zhao, K Sui, L Xu, Y Li, D Pei 2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS), 1-6, 2017 | 3 | 2017 |
| An empirical study of log analysis at Microsoft S He, X Zhang, P He, Y Xu, L Li, Y Kang, M Ma, Y Wei, Y Dang, ... Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 2 | 2022 |
| An empirical investigation of missing data handling in cloud node failure prediction M Ma, Y Liu, Y Tong, H Li, P Zhao, Y Xu, H Zhang, S He, L Wang, Y Dang, ... Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 2 | 2022 |
| Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems Y Liu, H Yang, P Zhao, M Ma, C Wen, H Zhang, C Luo, Q Lin, C Yi, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 2 | 2022 |
| Robust Failure Diagnosis of Microservice System through Multimodal Data S Zhang, P Jin, Z Lin, Y Sun, B Zhang, S Xia, Z Li, Z Zhong, M Ma, W Jin, ... arXiv preprint arXiv:2302.10512, 2023 | 1 | 2023 |
| Mining Fluctuation Propagation Graph Among Time Series with Active Learning M Li, M Ma, X Nie, K Yin, L Cao, X Wen, Z Yuan, D Wu, G Li, W Liu, ... Database and Expert Systems Applications: 33rd International Conference …, 2022 | 1 | 2022 |
| DockerMock: Pre-Build Detection of Dockerfile Faults through Mocking Instruction Execution M Li, X Bai, M Ma, D Pei arXiv preprint arXiv:2104.05490, 2021 | 1 | 2021 |
| Robust Multimodal Failure Detection for Microservice Systems C Zhao, M Ma, Z Zhong, S Zhang, Z Tan, X Xiong, LL Yu, J Feng, Y Sun, ... arXiv preprint arXiv:2305.18985, 2023 | | 2023 |
| Assess and Summarize: Improve Outage Understanding with Large Language Models P Jin, S Zhang, M Ma, H Li, Y Kang, L Li, Y Liu, B Qiao, C Zhang, P Zhao, ... arXiv preprint arXiv:2305.18084, 2023 | | 2023 |
Dan PeiAssociate Professor of Computer Science, Tsinghua UniversityVerified email at tsinghua.edu.cn
