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Guangba Yu

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2020 – today

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2024
[j10]
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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]
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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): 24-46 (2024)
[j8]
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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): 473-493 (2024)
[j7]
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Hongyang Chen, Pengfei Chen, Guangba Yu, Xiaoyun Li, Zilong He:
MicroFI: Non-Intrusive and Prioritized Request-Level Fault Injection for Microservice Applications. IEEE Trans. Dependable Secur. Comput. 21(5): 4921-4938 (2024)
[c18]
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  - conf/internetware/MaiHYC024
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Genting Mai, Zilong He, Guangba Yu, Zhiming Chen, Pengfei Chen:
CTuner: Automatic NoSQL Database Tuning with Causal Reinforcement Learning. Internetware 2024
[c17]
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  - conf/issre/Huang0YWHH24
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Jin Huang, Pengfei Chen, Guangba Yu, Yilun Wang, Haiyu Huang, Zilong He:
FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications. ISSRE 2024: 415-426
[i1]
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  - journals/corr/abs-2407-00125
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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]
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  - journals/smr/YuHC23
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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]
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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): 2762-2780 (2023)
[j4]
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  - journals/tnn/HeCLWYCLZ23
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Zilong He, Pengfei Chen, Xiaoyun Li, Yongfeng 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): 1705-1719 (2023)
[j3]
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  - journals/tsc/YuCZZLH23
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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): 3332-3347 (2023)
[c16]
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  - conf/icpp/ZhangYHA023
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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: 327-336
[c15]
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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: 347-357
[c14]
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  - conf/icse/YuCLWZDZ23
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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: 1763-1775
[c13]
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  - conf/iwqos/WangCCHY23
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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]
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  - conf/sigsoft/YuCLCLZ23
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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: 553-565
[c11]
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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: 566-578
2022
[j2]
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  - journals/tcc/YuCZ22
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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): 1100-1116 (2022)
[c10]
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  - conf/icsoc/LiYCZZ22
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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]
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  - conf/icws/HuCYHL22
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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]
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  - conf/issre/LiYCCC22
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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]
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  - conf/kbse/HeCLYCYL22
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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]
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  - conf/ccgrid/YeCY21
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Zihao Ye, Pengfei Chen, Guangba Yu:
T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice Systems. CCGRID 2021: 416-425
[c5]
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  - conf/icws/HuangCYCZ21
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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]
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  - conf/www/YuCCGHJWSL21
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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: 3087-3098
2020
[j1]
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  - journals/access/ChenCY20
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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: 43413-43426 (2020)
[c3]
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  - conf/icpads/CuiCY20
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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]
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  - conf/issre/LiCJHY20
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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

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2019
[c1]
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  - conf/icws/YuCZ19
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Guangba Yu, Pengfei Chen, Zibin Zheng:
Microscaler: Automatic Scaling for Microservices with an Online Learning Approach. ICWS 2019: 68-75

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