240 citations · 243 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.SE2022★ 240 cited
Log-based Anomaly Detection with Deep Learning: How Far Are We?
Van-Hoang Le, Hongyu Zhang
Software-intensive systems produce logs for troubleshooting purposes. Recently, many deep learning models have been proposed to automatically detect system anomalies based on log d…