Convolutional Versus Large Language Models for Software Log Classification in Edge-Deployable Cellular Network Testing

Software logs generated by sophisticated network emulators in the telecommunications industry, such as VIAVI TM500, are extremely complex, often comprising tens of thousands of text lines with minimal resemblance to natural language. Only specialised expert engineers can decipher such logs and troub...

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Bibliographic Details
Main Authors: Achintha Ihalage, Sayed Taheri, Faris Muhammad, Hamed Al-Raweshidy
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11072699/
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