Improving log anomaly detection via spatial pooling: Combining SPClassifier with ensemble method

Improving log anomaly detection via spatial pooling: Combining SPClassifier with ensemble method

In the ever-updating field of software development, new bugs emerge daily, requiring significant time for analysis. As a result, research is being conducted on automating bug resolution using techniques such as anomaly detection through deep learning applied to text logs. This study focuses on anoma...

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Bibliographic Details
Main Authors: Hironori Uchida, Keitaro Tominaga, Hideki Itai, Yujie Li, Yoshihisa Nakatoh
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2024-01-01
Series:Cognitive Robotics
Subjects:
Anomaly detection
Hierarchical temporal memory
Ensemble method
Software log
Log anomaly detection
Online Access:http://www.sciencedirect.com/science/article/pii/S2667241324000132

Internet

http://www.sciencedirect.com/science/article/pii/S2667241324000132

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