| 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 | 97 | 2020 |
| 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 | 82 | 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 | 78 | 2019 |
| 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 | 75 | 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 |
| Swisslog: Robust anomaly detection and localization for interleaved unstructured logs X Li, P Chen, L Jing, Z He, G Yu IEEE Transactions on Dependable and Secure Computing 20 (4), 2762-2780, 2022 | 29 | 2022 |
| 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 | 27 | 2020 |
| Nezha: Interpretable fine-grained root causes analysis for microservices on multi-modal observability data G Yu, P Chen, Y Li, H Chen, X Li, Z Zheng Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 17 | 2023 |
| TraceRank: Abnormal service localization with dis‐aggregated end‐to‐end tracing data in cloud native systems G Yu, Z Huang, P Chen Journal of Software: Evolution and Process 35 (10), e2413, 2023 | 17 | 2023 |
| T-rank: A lightweight spectrum based fault localization approach for microservice systems Z Ye, P Chen, G Yu 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021 | 15 | 2021 |
| Sieve: Attention-based Sampling of End-to-End Trace Data in Distributed Microservice Systems Z Huang, P Chen, G Yu, H Chen, Z Zheng 2021 IEEE International Conference on Web Services (ICWS), 436-446, 2021 | 14 | 2021 |
| Kmon: An in-kernel transparent monitoring system for microservice systems with ebpf T Weng, W Yang, G Yu, P Chen, J Cui, C Zhang 2021 IEEE/ACM International Workshop on Cloud Intelligence …, 2021 | 14 | 2021 |
| A learning-based dynamic load balancing approach for microservice systems in multi-cloud environment J Cui, P Chen, G Yu 2020 IEEE 26th international conference on parallel and distributed systems …, 2020 | 9 | 2020 |
| Graph based incident extraction and diagnosis in large-scale online systems Z He, P Chen, Y Luo, Q Yan, H Chen, G Yu, F Li Proceedings of the 37th IEEE/ACM International Conference on Automated …, 2022 | 8 | 2022 |
| Going through the Life Cycle of Faults in Clouds: Guidelines on Fault Handling X Li, G Yu, P Chen, H Chen, Z Chen 2022 32nd IEEE International Symposium on Software Reliability Engineering …, 2022 | 8 | 2022 |
| Logreducer: Identify and reduce log hotspots in kernel on the fly G Yu, P Chen, P Li, T Weng, H Zheng, Y Deng, Z Zheng 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023 | 7 | 2023 |
| MicroSketch: Lightweight and Adaptive Sketch Based Performance Issue Detection and Localization in Microservice Systems Y Li, G Yu, P Chen, C Zhang, Z Zheng International Conference on Service-Oriented Computing, 219-236, 2022 | 6 | 2022 |
| Faasdeliver: Cost-efficient and qos-aware function delivery in computing continuum G Yu, P Chen, Z Zheng, J Zhang, X Li, Z He IEEE Transactions on Services Computing 16 (5), 3332-3347, 2023 | 5 | 2023 |
| TS-InvarNet: Anomaly detection and localization based on tempo-spatial KPI invariants in distributed services Z Hu, P Chen, G Yu, Z He, X Li 2022 IEEE International Conference on Web Services (ICWS), 109-119, 2022 | 5 | 2022 |
| Diagconfig: Configuration diagnosis of performance violations in configurable software systems Z Chen, P Chen, P Wang, G Yu, Z He, G Mai Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 3 | 2023 |
Pengfei ChenSun Yat-sen University, Associated ProfessorVerified email at stu.xjtu.edu.cn
