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Systematic-Evaluation-of-Deep-Learning-Models-for-Log-based-Failure-Prediction.zip (765.02 MB)

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posted on 2024-05-28, 05:30 authored by Fatemeh HadadiFatemeh Hadadi, Joshua DawesJoshua Dawes, Donghwan ShinDonghwan Shin, Domenico BianculliDomenico Bianculli, Lionel Briand


The replication package of "Systematic Evaluation of Deep Learning Models for Log-based Failure Prediction" including implementation, datasets, and scripts used for the evaluation.
Requirements:

  • Python3 (3.8 or above is recommended)

Please consult the file README.md for detailed information

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    Keywords

    Failure predictionLog analysisDeep Learning (DL)embedding strategydata generation

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    CC BY 4.0

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