3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.SE2022★ 3 cited
LogGD:Detecting Anomalies from System Logs by Graph Neural Networks
Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
Log analysis is one of the main techniques engineers use to troubleshoot faults of large-scale software systems. During the past decades, many log analysis approaches have been pro…
cs.SE2021
LogDP: Combining Dependency and Proximity for Log-based Anomaly Detection
Yongzheng Xie, Hongyu Zhang, Bo Zhang +2
Log analysis is an important technique that engineers use for troubleshooting faults of large-scale service-oriented systems. In this study, we propose a novel semi-supervised log-…