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LogGD: Detecting Anomalies from System Logs with Graph Neural Networks

LogGD: Detecting Anomalies from System Logs with Graph Neural Networks

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 proposed to detect system anomalies reflected by logs. They usually take log event counts or sequential log events as inputs and utilize machine …