| Microscope: Pinpoint performance issues with causal graphs in micro-service environments JJ Lin, P Chen, Z Zheng Service-Oriented Computing: 16th International Conference, ICSOC 2018 …, 2018 | 154 | 2018 |
| Cloudranger: Root cause identification for cloud native systems P Wang, J Xu, M Ma, W Lin, D Pan, Y Wang, P Chen 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2018 | 123 | 2018 |
| Causeinfer: Automatic and distributed performance diagnosis with hierarchical causality graph in large distributed systems P Chen, Y Qi, P Zheng, D Hou IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 1887-1895, 2014 | 122 | 2014 |
| Swisslog: Robust and unified deep learning based log anomaly detection for diverse faults X Li, P Chen, L Jing, Z He, G Yu 2020 IEEE 31st International Symposium on Software Reliability Engineering …, 2020 | 89 | 2020 |
| Automap: Diagnose your microservice-based web applications automatically M Ma, J Xu, Y Wang, P Chen, Z Zhang, P Wang Proceedings of The Web Conference 2020, 246-258, 2020 | 86 | 2020 |
| An approach for anomaly diagnosis based on hybrid graph model with logs for distributed services T Jia, P Chen, L Yang, Y Li, F Meng, J Xu 2017 IEEE international conference on web services (ICWS), 25-32, 2017 | 86 | 2017 |
| A spatiotemporal deep learning approach for unsupervised anomaly detection in cloud systems Z He, P Chen, X Li, Y Wang, G Yu, C Chen, X Li, Z Zheng IEEE Transactions on Neural Networks and Learning Systems 34 (4), 1705-1719, 2020 | 77 | 2020 |
| Microscaler: Automatic scaling for microservices with an online learning approach G Yu, P Chen, Z Zheng 2019 IEEE International Conference on Web Services (ICWS), 68-75, 2019 | 72 | 2019 |
| Logsed: Anomaly diagnosis through mining time-weighted control flow graph in logs T Jia, L Yang, P Chen, Y Li, F Meng, J Xu 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 447-455, 2017 | 68 | 2017 |
| CauseInfer: Automated End-to-End Performance Diagnosis with Hierarchical Causality Graph in Cloud Environment P Chen, Y Qi, D Hou IEEE transactions on services computing 12 (2), 214-230, 2016 | 60 | 2016 |
| Microrank: End-to-end latency issue localization with extended spectrum analysis in microservice environments G Yu, P Chen, H Chen, Z Guan, Z Huang, L Jing, T Weng, X Sun, X Li Proceedings of the Web Conference 2021, 3087-3098, 2021 | 58 | 2021 |
| Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach G Yu, P Chen, Z Zheng IEEE Transactions on Cloud Computing 10 (2), 1100-1116, 2020 | 58 | 2020 |
| Function delivery network: Extending serverless computing for heterogeneous platforms A Jindal, M Gerndt, M Chadha, V Podolskiy, P Chen Software: Practice and Experience 51 (9), 1936-1963, 2021 | 46 | 2021 |
| An automatic framework for detecting and characterizing performance degradation of software systems P Zheng, Y Qi, Y Zhou, P Chen, J Zhan, MRT Lyu IEEE Transactions on Reliability 63 (4), 927-943, 2014 | 45 | 2014 |
| Taskinsight: A fine-grained performance anomaly detection and problem locating system X Zhang, F Meng, P Chen, J Xu 2016 IEEE 9th International Conference on Cloud Computing (CLOUD), 917-920, 2016 | 34 | 2016 |
| A semi-supervised vae based active anomaly detection framework in multivariate time series for online systems T Huang, P Chen, R Li Proceedings of the ACM Web Conference 2022, 1797-1806, 2022 | 33 | 2022 |
| Logdc: Problem diagnosis for declartively-deployed cloud applications with log J Xu, P Chen, L Yang, F Meng, P Wang 2017 IEEE 14th International Conference on e-Business Engineering (ICEBE …, 2017 | 27 | 2017 |
| Lightweight and adaptive service api performance monitoring in highly dynamic cloud environment J Xu, Y Wang, P Chen, P Wang 2017 IEEE International Conference on Services Computing (SCC), 35-43, 2017 | 27 | 2017 |
| ARF-predictor: Effective prediction of aging-related failure using entropy P Chen, Y Qi, X Li, D Hou, MRT Lyu IEEE Transactions on Dependable and Secure Computing 15 (4), 675-693, 2016 | 25 | 2016 |
| A framework of virtual war room and matrix sketch-based streaming anomaly detection for microservice systems H Chen, P Chen, G Yu IEEE Access 8, 43413-43426, 2020 | 24 | 2020 |
