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 | 107 | 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 | 87 | 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 | 33 | 2022 |
Active-MTSAD: Multivariate time series anomaly detection with active learning W Wang, P Chen, Y Xu, Z He 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems …, 2022 | 11 | 2022 |
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 | 10 | 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 | 6 | 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 |
Share or not share? towards the practicability of deep models for unsupervised anomaly detection in modern online systems Z He, P Chen, T Huang 2022 IEEE 33rd International Symposium on Software Reliability Engineering …, 2022 | 3 | 2022 |
DeepPower: Deep Reinforcement Learning based Power Management for Latency Critical Applications in Multi-core Systems J Zhang, G Yu, Z He, L Ai, P Chen Proceedings of the 52nd International Conference on Parallel Processing, 327-336, 2023 | 2 | 2023 |
MicroFI: Non-Intrusive and Prioritized Request-Level Fault Injection for Microservice Applications H Chen, P Chen, G Yu, X Li, Z He, H Zhang IEEE Transactions on Dependable and Secure Computing, 2024 | 1 | 2024 |
CTuner: Automatic NoSQL Database Tuning with Causal Reinforcement Learning G Mai, Z He, G Yu, Z Chen, P Chen Proceedings of the 15th Asia-Pacific Symposium on Internetware, 269-278, 2024 | | 2024 |
TraStrainer: Adaptive Sampling for Distributed Traces with System Runtime State H Huang, X Zhang, P Chen, Z He, Z Chen, G Yu, H Chen, C Sun Proceedings of the ACM on Software Engineering 1 (FSE), 473-493, 2024 | | 2024 |
ChangeRCA: Finding Root Causes from Software Changes in Large Online Systems G Yu, P Chen, Z He, Q Yan, Y Luo, F Li, Z Zheng Proceedings of the ACM on Software Engineering 1 (FSE), 24-46, 2024 | | 2024 |
MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry B Wang, H Chen, P Chen, Z He, G Yu Proceedings of the 52nd International Conference on Parallel Processing, 347-357, 2023 | | 2023 |