Leveraging large language models and BERT for log parsing and anomaly detection

Computer systems and applications generate large amounts of logs to measure and record information, which is vital to protect the systems from malicious attacks and useful for repairing faults, especially with the rapid development of distributed computing. Among various logs, the anomaly log is ben...

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Bibliographic Details
Main Authors: Zhou, Yihan, Chen, Yan, Rao, Xuanming, Zhou, Yukang, Li, Yuxin, Hu, Chao
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/181426