Machine Learning for Optical Layer Failure Management

Autor:	Danshi Wang, Dongdong Wang, Min Zhang, Chunyu Zhang, Songlin Liu, Lingling Wang
Rok vydání:	2021
Předmět:	Artificial neural network Alarm analysis Failure diagnosis Computer science business.industry Optical communication Machine learning computer.software_genre Optical layer Optical signal to noise ratio Failure management Segmentation Artificial intelligence business computer
Zdroj:	26th Optoelectronics and Communications Conference.
DOI:	10.1364/oecc.2021.t3a.3
Popis:	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.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::4afbc05346bef9a7d3750095ac2f7895 https://doi.org/10.1364/oecc.2021.t3a.3 Zobrazit plný text záznamu