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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Κύριοι συγγραφείς:	Hironori Uchida, Keitaro Tominaga, Hideki Itai, Yujie Li, Yoshihisa Nakatoh
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	KeAi Communications Co. Ltd. 2024-01-01
Σειρά:	Cognitive Robotics
Θέματα:	Anomaly detection Hierarchical temporal memory Ensemble method Software log Log anomaly detection
Διαθέσιμο Online:	http://www.sciencedirect.com/science/article/pii/S2667241324000132
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