Guangba Yu

A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems

Zilong He, Pengfei Chen, Xiaoyun Li et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 132 citations

Cluster Computing, Anomaly Detection, Machine Learning +17

SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults

Xiaoyun Li, Pengfei Chen, Linxiao Jing et al. · 2020 · 131 citations

Anomaly Detection, Machine Learning, Engineering +19

MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments

Guangba Yu, Pengfei Chen, Hongyang Chen et al. · 2021 · 105 citations · Full text

Engineering, Extended Spectrum Analysis, Data Science +14

Microscaler: Automatic Scaling for Microservices with an Online Learning Approach

Guangba Yu, Pengfei Chen, Zibin Zheng · 2019 · 96 citations

Cluster Computing, Provisioning (Technology), Engineering +20

Nezha: Interpretable Fine-Grained Root Causes Analysis for Microservices on Multi-modal Observability Data

Guangba Yu, Pengfei Chen, Yufeng Li et al. · 2023 · 73 citations

Root Cause Analysis, Engineering, Verification +22