| 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 | 120 | 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 | 85 | 2018 |
| 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 | 83 | 2016 |
| 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 | 81 | 2020 |
| 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 | 63 | 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 | 51 | 2022 |
| {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 | 48 | 2021 |
| 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 | 44 | 2019 |
| Automatic root cause analysis via large language models for cloud incidents Y Chen, H Xie, M Ma, Y Kang, X Gao, L Shi, Y Cao, X Gao, H Fan, M Wen, ... Proceedings of the Nineteenth European Conference on Computer Systems, 674-688, 2024 | 21* | 2024 |
| 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 |
| 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 | 18 | 2016 |
| Everything of thoughts: Defying the law of penrose triangle for thought generation R Ding, C Zhang, L Wang, Y Xu, M Ma, W Zhang, S Qin, S Rajmohan, ... arXiv preprint arXiv:2311.04254, 2023 | 17 | 2023 |
| 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 | 14 | 2022 |
| Imdiffusion: Imputed diffusion models for multivariate time series anomaly detection Y Chen, C Zhang, M Ma, Y Liu, R Ding, B Li, S He, S Rajmohan, Q Lin, ... arXiv preprint arXiv:2307.00754, 2023 | 13 | 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, ... Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 11 | 2023 |
| 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 | 11 | 2022 |
| 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 | 10 | 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 | 9 | 2022 |
| Taskweaver: A code-first agent framework B Qiao, L Li, X Zhang, S He, Y Kang, C Zhang, F Yang, H Dong, J Zhang, ... arXiv preprint arXiv:2311.17541, 2023 | 7 | 2023 |
| 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, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 7 | 2023 |
Dan PeiAssociate Professor of Computer Science, Tsinghua UniversityDirección de correo verificada de tsinghua.edu.cn
