Guangba Yu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

Online Learning

Anomaly Detection

Top Venues

ESEC/SIGSOFT FSE

Proc. ACM Softw. Eng.

Publications

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)
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)
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)
Zhiming Chen, Pengfei Chen, Peipei Wang, Guangba Yu, Zilong He, Genting Mai
DiagConfig: Configuration Diagnosis of Performance Violations in Configurable Software Systems. ESEC/SIGSOFT FSE (2023)
Zilong He, Pengfei Chen, Xiaoyun Li, Yong-Feng Wang, Guangba Yu, Cailin Chen, Xinrui Li, Zibin Zheng
A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. IEEE Trans. Neural Networks Learn. Syst. 34 (4) (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)
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, Yufeng Li, Hongyang Chen, Xiaoyun Li, Zibin Zheng
Nezha: Interpretable Fine-Grained Root Causes Analysis for Microservices on Multi-modal Observability Data. ESEC/SIGSOFT FSE (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)
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)
Zijun Hu, Pengfei Chen, Guangba Yu, Zilong He, Xiaoyun Li
TS-InvarNet: Anomaly Detection and Localization based on Tempo-spatial KPI Invariants in Distributed Services. ICWS (2022)
Xiaoyun Li, Guangba Yu, Pengfei Chen, Hongyang Chen, Zhekang Chen
Going through the Life Cycle of Faults in Clouds: Guidelines on Fault Handling. ISSRE (2022)
Guangba Yu, Pengfei Chen, Zibin Zheng
Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach. IEEE Trans. Cloud Comput. 10 (2) (2022)
Zilong He, Pengfei Chen, Yu Luo, Qiuyu Yan, Hongyang Chen, Guangba Yu, Fangyuan Li
Graph based Incident Extraction and Diagnosis in Large-Scale Online Systems. ASE (2022)
Yufeng Li, Guangba Yu, Pengfei Chen, Chuanfu Zhang, Zibin Zheng
MicroSketch: Lightweight and Adaptive Sketch Based Performance Issue Detection and Localization in Microservice Systems. ICSOC (2022)
Guangba Yu, Pengfei Chen, Hongyang Chen, Zijie Guan, Zicheng Huang, Linxiao Jing, Tianjun Weng, Xinmeng Sun, Xiaoyun Li
MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments. WWW (2021)
Zihao Ye, Pengfei Chen, Guangba Yu
T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice Systems. CCGRID (2021)
Zicheng Huang, Pengfei Chen, Guangba Yu, Hongyang Chen, Zibin Zheng
Sieve: Attention-based Sampling of End-to-End Trace Data in Distributed Microservice Systems. ICWS (2021)
Jieqi Cui, Pengfei Chen, Guangba Yu
A Learning-based Dynamic Load Balancing Approach for Microservice Systems in Multi-cloud Environment. ICPADS (2020)
Xiaoyun Li, Pengfei Chen, Linxiao Jing, Zilong He, Guangba Yu
SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults. ISSRE (2020)
Hongyang Chen, Pengfei Chen, Guangba Yu
A Framework of Virtual War Room and Matrix Sketch-Based Streaming Anomaly Detection for Microservice Systems. IEEE Access 8 (2020)
Guangba Yu, Pengfei Chen, Zibin Zheng
Microscaler: Automatic Scaling for Microservices with an Online Learning Approach. ICWS (2019)