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Machine Learning for Optical Layer Failure Management

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Abstract

We review applications of machine learning (ML) in optical layer failure management, including alarm analysis, failure prediction, failure detection, failure diagnosis, and failure location driven by various algorithms from ML communities.

© 2021 The Author(s)

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