Lightweight Multi-Task Learning Method for System Log Anomaly Detection

Log anomaly detection is a crucial task in monitoring IT systems along with metrics and traces. An anomaly could be detected by either one of two types of logs: individual logs or log sequences. While an individual log indicates an independent system status, combining multiple logs describes the exe...

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Bibliographic Details
Main Authors: Tuan-Anh Pham, Jong-Hoon Lee
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10589616/
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