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Weibin Meng
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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
5552019
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
1252018
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
1122017
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
852020
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
812020
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
642020
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
562018
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
512020
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
462021
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
382018
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
382016
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
312023
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
282022
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
262022
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
232020
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
142021
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
122020
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
102023
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
92024
Biglog: Unsupervised large-scale pre-training for a unified log representation
S Tao, Y Liu, W Meng, Z Ren, H Yang, X Chen, L Zhang, Y Xie, C Su, ...
2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 1-11, 2023
82023
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