Shenglin Zhang

LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs

Weibin Meng, Ying Liu, Yichen Zhu et al. · 2019 · 581 citations · Full text

Anomaly Detection, Engineering, Software Analysis +23

Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks

Ping Liu, Haowen Xu, Qianyu Ouyang et al. · 2020 · 187 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +17

Localizing Failure Root Causes in a Microservice through Causality Inference

Yuan Meng, Shenglin Zhang, Yongqian Sun et al. · 2020 · 137 citations

Root Cause Analysis, Engineering, Service Monitoring +19

Diagnosing root causes of intermittent slow queries in cloud databases

Minghua Ma, Zheng Yin, Shenglin Zhang et al. · Proceedings of the VLDB Endowment · 2020 · 115 citations

Cluster Computing, Anomaly Detection, Engineering +18

LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning

Rui Chen, Shenglin Zhang, Dongwen Li et al. · 2020 · 96 citations

Anomaly Detection, Machine Learning, Engineering +21