Deep Infinite Mixture Models for Fault Discovery in GPON-FTTH Networks

Fault diagnosis in telecommunication networks requires extensive expert knowledge and is key to efficient network operations and high service availability. Specifically, discovering and identifying new faults occurring in the network is a challenging task. Some dominant methods in industry are based...

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Bibliographic Details
Main Authors: Amine Echraibi, Joachim Flocon-Cholet, Stephane Gosselin, Sandrine Vaton
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9462940/