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)
PDF ArticleMore Like This
Francesco Musumeci
Th4J.1 Optical Fiber Communication Conference (OFC) 2021
Lareb Zar Khan, Joao Pedro, Nelson Costa, Antonio Napoli, and Nicola Sambo
We4B.3 European Conference and Exhibition on Optical Communication (ECOC) 2022
Zhiming Sun, Chunyu Zhang, Min Zhang, Bing Ye, and Danshi Wang
Th3I.5 Optical Fiber Communication Conference (OFC) 2024