| 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, ... IJCAI 7, 4739-4745, 2019 | 48 | 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 | 40 | 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 | 29 | 2017 |
| Rapid and Robust Impact Assessment of Software Changes in Large Internet-based Services S Zhang, Y Liu, D Pei, Y Chen, X Qu, S Tao, Z Zang International Conference on emerging Networking EXperiments and Technologies …, 2015 | 24 | 2015 |
| A bottleneck-free model for P4P Y Liu, S Zhang, H Liu SCIENCE CHINA Information Sciences 58 (10), 1-15, 2015 | 24* | 2015 |
| FUNNEL: Assessing Software Changes in Web-based Services S Zhang, Y Liu, D Pei, Y Chen, X Qu, S Tao, Z Zang, X Jing, M Feng IEEE Transactions on Service Computing, 2016 | 20 | 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 | 19 | 2018 |
| 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 | 19 | 2018 |
| 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 26th International Symposium on Quality of Service (IWQoS), 1-6, 2018 | 17 | 2018 |
| 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 | 14 | 2018 |
| Building An IPv6 Address Generation and Traceback System With NIDTGA in Address Driven Network G Ren, Y Liu, J Wu, S Zhang, L He, Y Jia SCIENCE CHINA Information Sciences 58 (12), 1-14, 2015 | 12 | 2015 |
| 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 (10), 1176-1189, 2020 | 4 | 2020 |
| A Measurement Study on BGP AS Path Looping (BAPL) Behavior S Zhang, Y Liu, D Pei International Conference on Computer Communication and Networks (ICCCN), 2014 | 4 | 2014 |
| 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 | 3 | 2020 |
| 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 | 3 | 2020 |
| 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 | 3 | 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 | 2 | 2020 |
| Causal analysis of the unsatisfying experience in realtime mobile multiplayer games in the wild Y Meng, S Zhang, Z Ye, B Wang, Z Wang, Y Sun, Q Liu, S Yang, D Pei 2019 IEEE International Conference on Multimedia and Expo (ICME), 1870-1875, 2019 | 2 | 2019 |
| Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks P Liu, H Xu, Q Ouyang, R Jiao, Z Chen, S Zhang, J Yang, L Mo, J Zeng, ... 2020 IEEE 31st International Symposium on Software Reliability Engineering …, 2020 | 1 | 2020 |
| Measuring BGP AS path looping (BAPL) and private AS number leaking (PANL) S Zhang, Y Liu, D Pei, B Liu Tsinghua Science and Technology 23 (1), 22-34, 2018 | 1 | 2018 |
Dan PeiAssociate Professor of Computer Science, Tsinghua UniversityVerified email at tsinghua.edu.cn
