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Machine Learning for Failure Management in Optical Networks

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Abstract

After an overview on main concepts of machine learning, we discuss use cases in optical networks failure management, such as failure detection, root-cause identification and localization. Recent research trends and challenges are also highlighted.

© 2021 The Author(s)

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