240 citations · 244 across the 2 of their papers we have counts for
2 papers
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…
cs.SE2021★ 4 cited
Log-based Anomaly Detection Without Log Parsing
Van-Hoang Le, Hongyu Zhang
Software systems often record important runtime information in system logs for troubleshooting purposes. There have been many studies that use log data to construct machine learnin…