| Opprentice: Towards practical and automatic anomaly detection through machine learning D Liu, Y Zhao, H Xu, Y Sun, D Pei, J Luo, X Jing, M Feng Proceedings of the 2015 internet measurement conference, 211-224, 2015 | 308 | 2015 |
| Localizing failure root causes in a microservice through causality inference Y Meng, S Zhang, Y Sun, R Zhang, Z Hu, Y Zhang, C Jia, Z Wang, D Pei 2020 IEEE/ACM 28th International Symposium on Quality of Service (IWQoS), 1-10, 2020 | 151 | 2020 |
| Zerowall: Detecting zero-day web attacks through encoder-decoder recurrent neural networks R Tang, Z Yang, Z Li, W Meng, H Wang, Q Li, Y Sun, D Pei, T Wei, Y Xu, ... IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 2479-2488, 2020 | 85 | 2020 |
| Hotspot: Anomaly localization for additive kpis with multi-dimensional attributes Y Sun, Y Zhao, Y Su, D Liu, X Nie, Y Meng, S Cheng, D Pei, S Zhang, ... IEEE Access 6, 10909-10923, 2018 | 65 | 2018 |
| Generic and robust localization of multi-dimensional root causes Z Li, C Luo, Y Zhao, Y Sun, K Sui, X Wang, D Liu, X Jin, Q Wang, D Pei 2019 IEEE 30th International Symposium on Software Reliability Engineering …, 2019 | 44 | 2019 |
| 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, ... IEEE Transactions on Services Computing 16 (6), 3851-3864, 2023 | 33 | 2023 |
| Efficient kpi anomaly detection through transfer learning for large-scale web services S Zhang, Z Zhong, D Li, Q Fan, Y Sun, M Zhu, Y Zhang, D Pei, J Sun, ... IEEE Journal on Selected Areas in Communications 40 (8), 2440-2455, 2022 | 31 | 2022 |
| 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 | 24 | 2023 |
| Efficient and robust syslog parsing for network devices in datacenter networks S Zhang, Y Liu, W Meng, J Bu, S Yang, Y Sun, D Pei, J Xu, Y Zhang, ... IEEE access 8, 30245-30261, 2020 | 23 | 2020 |
| 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 | 21 | 2022 |
| LogKG: Log Failure Diagnosis through Knowledge Graph Y Sui, Y Zhang, J Sun, T Xu, S Zhang, Z Li, Y Sun, F Guo, J Shen, ... IEEE Transactions on Services Computing, 2023 | 16 | 2023 |
| Robust KPI anomaly detection for large-scale software services with partial labels S Zhang, C Zhao, Y Sui, Y Su, Y Sun, Y Zhang, D Pei, Y Wang 2021 IEEE 32nd International Symposium on Software Reliability Engineering …, 2021 | 16 | 2021 |
| Fluxinfer: Automatic diagnosis of performance anomaly for online database system P Liu, S Zhang, Y Sun, Y Meng, J Yang, D Pei 2020 IEEE 39th International Performance Computing and Communications …, 2020 | 15 | 2020 |
| Robust system instance clustering for large-scale web services S Zhang, D Li, Z Zhong, J Zhu, M Liang, J Luo, Y Sun, Y Su, S Xia, Z Hu, ... Proceedings of the ACM Web Conference 2022, 1785-1796, 2022 | 10 | 2022 |
| A Survey of Time Series Anomaly Detection Methods in the AIOps Domain Z Zhong, Q Fan, J Zhang, M Ma, S Zhang, Y Sun, Q Lin, Y Zhang, D Pei arXiv preprint arXiv:2308.00393, 2023 | 8 | 2023 |
| Timeseriesbench: An industrial-grade benchmark for time series anomaly detection models H Si, J Li, C Pei, H Cui, J Yang, Y Sun, S Zhang, J Li, H Zhang, J Han, ... 2024 IEEE 35th International Symposium on Software Reliability Engineering …, 2024 | 7 | 2024 |
| Efficient and Robust Trace Anomaly Detection for Large-Scale Microservice Systems S Zhang, Z Pan, H Liu, P Jin, Y Sun, Q Ouyang, J Wang, X Jia, Y Zhang, ... 2023 IEEE 34th International Symposium on Software Reliability Engineering …, 2023 | 6 | 2023 |
| Opseval: A comprehensive task-oriented aiops benchmark for large language models Y Liu, C Pei, L Xu, B Chen, M Sun, Z Zhang, Y Sun, S Zhang, K Wang, ... arXiv e-prints, arXiv: 2310.07637, 2023 | 6 | 2023 |
| A practical machine learning-based framework to detect dns covert communication in enterprises R Tang, C Huang, Y Zhou, H Wu, X Lu, Y Sun, Q Li, J Li, W Huang, S Sun, ... International Conference on Security and Privacy in Communication Systems, 1-21, 2020 | 6 | 2020 |
| Analyzing the impact of buffer capacity on crosspoint-queued switch performance G Chen, Y Zhao, D Pei, Y Sun Journal of Communications and Networks 18 (3), 523-530, 2016 | 6 | 2016 |
Dan PeiAssociate Professor of Computer Science, Tsinghua UniversityVerified email at tsinghua.edu.cn
