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Guangba Yu
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2020 – today
- 2024
- [j10]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: 103805 (2024) - [j9]Guangba Yu
, Pengfei Chen
ChangeRCA: Finding Root Causes from Software Changes in Large Online Systems. Proc. ACM Softw. Eng. 1(FSE): 24-46 (2024) - [j8]Haiyu Huang
TraStrainer: Adaptive Sampling for Distributed Traces with System Runtime State. Proc. ACM Softw. Eng. 1(FSE): 473-493 (2024) - [j7]Hongyang Chen
MicroFI: Non-Intrusive and Prioritized Request-Level Fault Injection for Microservice Applications. IEEE Trans. Dependable Secur. Comput. 21(5): 4921-4938 (2024) - [c17]Genting Mai
CTuner: Automatic NoSQL Database Tuning with Causal Reinforcement Learning. Internetware 2024 - [i1]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 abs/2407.00125 (2024) - 2023
- [j6]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) - [j5]Xiaoyun Li
SwissLog: Robust Anomaly Detection and Localization for Interleaved Unstructured Logs. IEEE Trans. Dependable Secur. Comput. 20(4): 2762-2780 (2023) - [j4]Zilong He
A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. IEEE Trans. Neural Networks Learn. Syst. 34(4): 1705-1719 (2023) - [j3]Guangba Yu
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum. IEEE Trans. Serv. Comput. 16(5): 3332-3347 (2023) - [c16]Jingrun Zhang
DeepPower: Deep Reinforcement Learning based Power Management for Latency Critical Applications in Multi-core Systems. ICPP 2023: 327-336 - [c15]Benran Wang
MARS: Fault Localization in Programmable Networking Systems with Low-cost In-Band Network Telemetry. ICPP 2023: 347-357 - [c14]Guangba Yu
LogReducer: Identify and Reduce Log Hotspots in Kernel on the Fly. ICSE 2023: 1763-1775 - [c13]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: 1-2 - [c12]Guangba Yu
Nezha: Interpretable Fine-Grained Root Causes Analysis for Microservices on Multi-modal Observability Data. ESEC/SIGSOFT FSE 2023: 553-565 - [c11]Zhiming Chen
DiagConfig: Configuration Diagnosis of Performance Violations in Configurable Software Systems. ESEC/SIGSOFT FSE 2023: 566-578 - 2022
- [j2]Guangba Yu
Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach. IEEE Trans. Cloud Comput. 10(2): 1100-1116 (2022) - [c10]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: 219-236 - [c9]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: 109-119 - [c8]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: 121-132 - [c7]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: 48:1-48:13 - 2021
- [c6]Zihao Ye, Pengfei Chen, Guangba Yu:
T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice Systems. CCGRID 2021: 416-425 - [c5]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: 436-446 - [c4]Guangba Yu
MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments. WWW 2021: 3087-3098 - 2020
- [j1]Hongyang Chen
A Framework of Virtual War Room and Matrix Sketch-Based Streaming Anomaly Detection for Microservice Systems. IEEE Access 8: 43413-43426 (2020) - [c3]Jieqi Cui, Pengfei Chen, Guangba Yu:
A Learning-based Dynamic Load Balancing Approach for Microservice Systems in Multi-cloud Environment. ICPADS 2020: 334-341 - [c2]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: 92-103
2010 – 2019
- 2019
- [c1]Guangba Yu, Pengfei Chen, Zibin Zheng
Microscaler: Automatic Scaling for Microservices with an Online Learning Approach. ICWS 2019: 68-75
Coauthor Index
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