| Loganomaly: Unsupervised detection of sequential and quantitative anomalies in unstructured logs W Meng, Y Liu, Y Zhu, S Zhang, D Pei, Y Liu, Y Chen, R Zhang, S Tao, ... Proceedings of the Twenty-Eighth International Joint Conference on …, 2019 | 548 | 2019 |
| Prefix: Switch failure prediction in datacenter networks S Zhang, Y Liu, W Meng, Z Luo, J Bu, S Yang, P Liang, D Pei, J Xu, ... Proceedings of the ACM on Measurement and Analysis of Computing Systems 2 (1 …, 2018 | 125 | 2018 |
| Syslog processing for switch failure diagnosis and prediction in datacenter networks S Zhang, W Meng, J Bu, S Yang, Y Liu, D Pei, J Xu, Y Chen, H Dong, ... 2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS), 1-10, 2017 | 111 | 2017 |
| 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 | 84 | 2020 |
| Logtransfer: Cross-system log anomaly detection for software systems with transfer learning R Chen, S Zhang, D Li, Y Zhang, F Guo, W Meng, D Pei, Y Zhang, X Chen, ... 2020 IEEE 31st International Symposium on Software Reliability Engineering …, 2020 | 81 | 2020 |
| A semantic-aware representation framework for online log analysis W Meng, Y Liu, Y Huang, S Zhang, F Zaiter, B Chen, D Pei 2020 29th International conference on computer communications and networks …, 2020 | 63 | 2020 |
| Device-agnostic log anomaly classification with partial labels W Meng, Y Liu, S Zhang, D Pei, H Dong, L Song, X Luo 2018 IEEE/ACM International Symposium on Quality of Service (IWQoS), 2018 | 56 | 2018 |
| Logparse: Making log parsing adaptive through word classification W Meng, Y Liu, F Zaiter, S Zhang, Y Chen, Y Zhang, Y Zhu, E Wang, ... 2020 29th International Conference on Computer Communications and Networks …, 2020 | 51 | 2020 |
| Logclass: Anomalous log identification and classification with partial labels W Meng, Y Liu, S Zhang, F Zaiter, Y Zhang, Y Huang, Z Yu, Y Zhang, ... IEEE Transactions on Network and Service Management 18 (2), 1870-1884, 2021 | 46 | 2021 |
| Rapid deployment of anomaly detection models for large number of emerging kpi streams J Bu, Y Liu, S Zhang, W Meng, Q Liu, X Zhu, D Pei 2018 IEEE 37th International Performance Computing and Communications …, 2018 | 38 | 2018 |
| Efficient vehicles path planning algorithm based on taxi GPS big data J Zhang, W Meng, QQ Liu, H Jiang, Y Feng, G Wang Optik 127 (5), 2579-2585, 2016 | 38 | 2016 |
| Logprompt: Prompt engineering towards zero-shot and interpretable log analysis Y Liu, S Tao, W Meng, J Wang, W Ma, Y Zhao, Y Chen, H Yang, Y Jiang, ... arXiv preprint arXiv:2308.07610, 2023 | 31 | 2023 |
| Logstamp: Automatic online log parsing based on sequence labelling S Tao, W Meng, Y Cheng, Y Zhu, Y Liu, C Du, T Han, Y Zhao, X Wang, ... ACM SIGMETRICS Performance Evaluation Review 49 (4), 93-98, 2022 | 28 | 2022 |
| Teach less, learn more: On the undistillable classes in knowledge distillation Y Zhu, N Liu, Z Xu, X Liu, W Meng, L Wang, Z Ou, J Tang Advances in Neural Information Processing Systems 35, 32011-32024, 2022 | 25 | 2022 |
| 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 |
| Unilog: Deploy one model and specialize it for all log analysis tasks Y Zhu, W Meng, Y Liu, S Zhang, T Han, S Tao, D Pei arXiv preprint arXiv:2112.03159, 2021 | 14 | 2021 |
| Summarizing unstructured logs in online services W Meng, F Zaiter, Y Huang, Y Liu, S Zhang, Y Zhang, Y Zhu, T Zhang, ... arXiv preprint arXiv:2012.08938, 2020 | 12 | 2020 |
| Interpretable Online Log Analysis Using Large Language Models with Prompt Strategies Y Liu, S Tao, W Meng, J Wang, W Ma, Y Zhao, Y Chen, H Yang, Y Jiang, ... 2024 IEEE/ACM International Conference on Program Comprehension (ICPC), 2023 | 10 | 2023 |
| Clustering and ranking: Diversity-preserved instruction selection through expert-aligned quality estimation Y Ge, Y Liu, C Hu, W Meng, S Tao, X Zhao, H Ma, L Zhang, B Chen, ... arXiv preprint arXiv:2402.18191, 2024 | 9 | 2024 |
| Logsummary: Unstructured log summarization for software systems W Meng, F Zaiter, Y Zhang, Y Liu, S Zhang, S Tao, Y Zhu, T Han, Y Zhao, ... IEEE Transactions on Network and Service Management 20 (3), 3803-3815, 2023 | 8 | 2023 |
Dan PeiAssociate Professor of Computer Science, Tsinghua UniversityE-mail confirmado em tsinghua.edu.cn