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 19 (7), 4739-4745, 2019 | 466 | 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 | 132 | 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 | 122 | 2020 |
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 | 116 | 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 | 104 | 2017 |
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 (8), 1176-1189, 2020 | 90 | 2020 |
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 | 89 | 2018 |
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 | 72 | 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 | 61 | 2018 |
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 | 58 | 2015 |
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 | 54 | 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 26th International Symposium on Quality of Service (IWQoS), 1-6, 2018 | 53 | 2018 |
{Jump-Starting} multivariate time series anomaly detection for online service systems M Ma, S Zhang, J Chen, J Xu, H Li, Y Lin, X Nie, B Zhou, Y Wang, D Pei 2021 USENIX Annual Technical Conference (USENIX ATC 21), 413-426, 2021 | 50 | 2021 |
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 | 45 | 2020 |
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 | 45 | 2016 |
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 | 43 | 2021 |
Fluxrank: A widely-deployable framework to automatically localizing root cause machines for software service failure mitigation P Liu, Y Chen, X Nie, J Zhu, S Zhang, K Sui, M Zhang, D Pei 2019 IEEE 30th International Symposium on Software Reliability Engineering …, 2019 | 41 | 2019 |
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 | 36 | 2018 |
Detecting outlier machine instances through gaussian mixture variational autoencoder with one dimensional cnn Y Su, Y Zhao, M Sun, S Zhang, X Wen, Y Zhang, X Liu, X Liu, J Tang, ... IEEE Transactions on Computers 71 (4), 892-905, 2021 | 32 | 2021 |
CTF: Anomaly detection in high-dimensional time series with coarse-to-fine model transfer M Sun, Y Su, S Zhang, Y Cao, Y Liu, D Pei, W Wu, Y Zhang, X Liu, J Tang IEEE INFOCOM 2021-IEEE conference on computer communications, 1-10, 2021 | 22 | 2021 |