A Heuristic Approach Using Template Miners for Error Prediction in Telecommunication Networks

A Heuristic Approach Using Template Miners for Error Prediction in Telecommunication Networks

With the appearance of large-scale systems, the size of the generated logs increased rapidly. Almost every software produces such files. Log files contain runtime information of the software, as well as indicate noteworthy events or suspicious behaviors like errors. To understand and monitor the ope...

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Bibliographic Details
Main Authors: Peter Marjai, Peter Lehotay-Kery, Attila Kiss
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Anomaly detection
autoencoder
CNN
IPLoM
isolation forest
log clustering
Online Access:https://ieeexplore.ieee.org/document/9945933/

Internet

https://ieeexplore.ieee.org/document/9945933/

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