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Fault Prediction for Heterogeneous Networks using Machine Learning : a Survey

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posted on 2022-01-27, 19:51 authored by Killian MurphyKillian Murphy, Catherine Lepers, antoine lavignotte
This manuscript provides a survey of Network Fault Prediction using Machine Learning from the years 1997 to 2021. Operational elements from the industry are shared to provide context. An overview of the different ML techniques that have been applied to Network Fault Prediction (NFP) is given. This is followed by a systematic review of the studies on NFP. Future research perspectives in the field are proposed.


Association Nationale de la Recherche et de la Technologie grant n°2020/1281


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Submitting Author's Institution

École Doctorale de l'Institut Polytechnique de Paris

Submitting Author's Country

  • France