After a generic introduction to machine-learning concepts and tools, several applications of machine learning in optical networks are introduced and discussed, with a focus on QoT estimation, failure detection and failure identification.
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Machine Learning Applications in Optical Networks
Semantic Scholar · Engineering · 2019
Abstract
After a generic introduction to machine-learning concepts and tools, several applications of machine learning in optical networks are introduced and discussed, with a focus on QoT estimation, failure detection and failure identification.