| Unsupervised anomaly detection via variational auto-encoder for seasonal kpis in web applications H Xu, W Chen, N Zhao, Z Li, J Bu, Z Li, Y Liu, Y Zhao, D Pei, Y Feng, ... Proceedings of the 2018 world wide web conference, 187-196, 2018 | 1048 | 2018 |
| Unsupervised anomaly detection for intricate kpis via adversarial training of vae W Chen, H Xu, Z Li, D Pei, J Chen, H Qiao, Y Feng, Z Wang IEEE INFOCOM 2019-IEEE conference on computer communications, 1891-1899, 2019 | 107 | 2019 |
| Practical root cause localization for microservice systems via trace analysis Z Li, J Chen, R Jiao, N Zhao, Z Wang, S Zhang, Y Wu, L Jiang, L Yan, ... 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS), 1-10, 2021 | 102 | 2021 |
| Robust and unsupervised KPI anomaly detection based on conditional variational autoencoder Z Li, W Chen, D Pei 2018 IEEE 37th International Performance Computing and Communications …, 2018 | 100 | 2018 |
| 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 | 96 | 2020 |
| An empirical investigation of practical log anomaly detection for online service systems N Zhao, H Wang, Z Li, X Peng, G Wang, Z Pan, Y Wu, Z Feng, X Wen, ... Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021 | 65 | 2021 |
| Causal inference-based root cause analysis for online service systems with intervention recognition M Li, Z Li, K Yin, X Nie, W Zhang, K Sui, D Pei Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 64 | 2022 |
| Actionable and interpretable fault localization for recurring failures in online service systems Z Li, N Zhao, M Li, X Lu, L Wang, D Chang, X Nie, L Cao, W Zhang, K Sui, ... Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 56 | 2022 |
| 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 | 47 | 2019 |
| Practical root cause localization for microservice systems via trace analysis. In 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS) Z Li, J Chen, R Jiao, N Zhao, Z Wang, S Zhang, Y Wu, L Jiang, L Yan, ... IEEE, Tokyo, Japan, 1-10, 2021 | 40 | 2021 |
| Control-fluidic codesign for paper-based digital microfluidic biochips Q Wang, Z Li, H Cheong, OS Kwon, H Yao, TY Ho, K Shin, B Li, ... 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2016 | 30 | 2016 |
| 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 | 24 | 2022 |
| Generic and Robust Performance Diagnosis via Causal Inference for OLTP Database Systems X Lu, Z Xie, Z Li, M Li, X Nie, N Zhao, Q Yu, S Zhang, K Sui, L Zhu, D Pei 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022 | 12 | 2022 |
| Integrated control-fluidic codesign methodology for paper-based digital microfluidic biochips Q Wang, W Ji, Z Li, H Cheong, OS Kwon, H Yao, TY Ho, K Shin, B Li, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019 | 11 | 2019 |
| CMDiagnostor: An Ambiguity-Aware Root Cause Localization Approach Based on Call Metric Data Q Yu, C Pei, B Hao, M Li, Z Li, S Zhang, X Lu, R Wang, J Li, Z Wu, D Pei Proceedings of the ACM Web Conference 2023, 2937-2947, 2023 | 10 | 2023 |
| Generic and robust root cause localization for multi-dimensional data in online service systems Z Li, J Chen, Y Chen, C Luo, Y Zhao, Y Sun, K Sui, X Wang, D Liu, X Jin, ... Journal of Systems and Software 203, 111748, 2023 | 6 | 2023 |
| Diagnosing Performance Issues for Large-Scale Microservice Systems With Heterogeneous Graph L Tao, X Lu, S Zhang, J Luan, Y Li, M Li, Z Li, Q Yu, H Xie, R Xu, C Hu, ... IEEE Transactions on Services Computing, 2024 | 3 | 2024 |
| A survey on intelligent management of alerts and incidents in IT services Q Yu, N Zhao, M Li, Z Li, H Wang, W Zhang, K Sui, D Pei Journal of Network and Computer Applications, 103842, 2024 | 3 | 2024 |
| The Frame Latency of Personalized Livestreaming Can Be Significantly Slowed Down by WiFi G Nan, X Qiao, J Wang, Z Li, J Bu, C Pei, M Zhou, D Pei 2018 IEEE 37th International Performance Computing and Communications …, 2018 | 3 | 2018 |
| SparseRCA: Unsupervised Root Cause Analysis in Sparse Microservice Testing Traces Z Yao, H Ye, C Pei, G Cheng, G Wang, Z Liu, H Chen, H Cui, Z Li, J Li, ... 2024 IEEE 35th International Symposium on Software Reliability Engineering …, 2024 | | 2024 |
Dan PeiAssociate Professor of Computer Science, Tsinghua University確認したメール アドレス: tsinghua.edu.cn