Pengfei Chen

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 20

Top Topics

Fault Localization

Top Venues

Proc. ACM Softw. Eng.

Publications

Hongyang Chen, Pengfei Chen, Benran Wang, Xian Yu, Xiaofan Chen, Dandan Ma, Zibin Zheng
Graph neural network based robust anomaly detection at service level in SDN driven microservice system. Comput. Networks 239 (2024)
Guangba Yu, Pengfei Chen, Zilong He, Qiuyu Yan, Yu Luo, Fangyuan Li, Zibin Zheng
ChangeRCA: Finding Root Causes from Software Changes in Large Online Systems. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Genting Mai, Zilong He, Guangba Yu, Zhiming Chen, Pengfei Chen
CTuner: Automatic NoSQL Database Tuning with Causal Reinforcement Learning. Internetware (2024)
Guangba Yu, Gou Tan, Haojia Huang, Zhenyu Zhang, Pengfei Chen, Roberto Natella, Zibin Zheng
A Survey on Failure Analysis and Fault Injection in AI Systems. CoRR (2024)
Xiaoyun Li, Hongyu Zhang, Van-Hoang Le, Pengfei Chen
LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data. ICSE (2024)
Haiyu Huang, Xiaoyu Zhang, Pengfei Chen, Zilong He, Zhiming Chen, Guangba Yu, Hongyang Chen, Chen Sun
TraStrainer: Adaptive Sampling for Distributed Traces with System Runtime State. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Wanqi Yang, Pengfei Chen, Guangba Yu, Haibin Zhang, Huxing Zhang
Network shortcut in data plane of service mesh with eBPF. J. Netw. Comput. Appl. 222 (2024)
Hui Dou, Shanshan Zhu, Yiwen Zhang, Pengfei Chen, Zibin Zheng
HyperTuner: a cross-layer multi-objective hyperparameter auto-tuning framework for data analytic services. J. Supercomput. 80 (12) (2024)
Jingrun Zhang, Guangba Yu, Zilong He, Liang Ai, Pengfei Chen
DeepPower: Deep Reinforcement Learning based Power Management for Latency Critical Applications in Multi-core Systems. ICPP (2023)
Xiaoyun Li, Hongyu Zhang, Van-Hoang Le, Pengfei Chen
LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data. CoRR (2023)
Hui Dou, Xing Wei, Kang Wang, Yiwen Zhang, Pengfei Chen, Yuee Huang
EFTuner: A Bi-Objective Configuration Parameter Auto-Tuning Method Towards Energy-Efficient Big Data Processing. Internetware (2023)
Guangba Yu, Zicheng Huang, Pengfei Chen
TraceRank: Abnormal service localization with dis-aggregated end-to-end tracing data in cloud native systems. J. Softw. Evol. Process. 35 (10) (2023)
Hui Dou, Kang Wang, Yiwen Zhang, Pengfei Chen
ATConf: auto-tuning high dimensional configuration parameters for big data processing frameworks. Clust. Comput. 26 (5) (2023)
Guangba Yu, Pengfei Chen, Pairui Li, Tianjun Weng, Haibing Zheng, Yuetang Deng, Zibin Zheng
LogReducer: Identify and Reduce Log Hotspots in Kernel on the Fly. ICSE (2023)
Benran Wang, Hongyang Chen, Pengfei Chen, Zilong He, Guangba Yu
MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. ICPP (2023)
Guangba Yu, Pengfei Chen, Zibin Zheng, Jingrun Zhang, Xiaoyun Li, Zilong He
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum. IEEE Trans. Serv. Comput. 16 (5) (2023)
Wanqi Yang, Pengfei Chen, Kai Liu, Huxing Zhang
Nahida: In-Band Distributed Tracing with eBPF. CoRR (2023)
Hui Dou, Lei Zhang, Yiwen Zhang, Pengfei Chen, Zibin Zheng
TurBO: A cost-efficient configuration-based auto-tuning approach for cluster-based big data frameworks. J. Parallel Distributed Comput. 177 (2023)
Benran Wang, Hongyang Chen, Pengfei Chen, Zilong He, Guangba Yu
MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. IWQoS (2023)
Xiaoyun Li, Pengfei Chen, Linxiao Jing, Zilong He, Guangba Yu
SwissLog: Robust Anomaly Detection and Localization for Interleaved Unstructured Logs. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)