Machine Learning for Optical Layer Failure Management

Danshi Wang,Dongdong Wang,Chunyu Zhang,Lingling Wang,Songlin Liu,Min Zhang

26th Optoelectronics and Communications Conference (2021), paper T3A.3（2021）

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摘要

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.

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关键词

failure location,machine learning,optical layer failure management,failure prediction,failure detection,failure diagnosis

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