Assessment of Domain Adaptation Approaches for QoT Estimation in Optical Networks

Abstract

We evaluate the performance of two domain adaptation approaches for machine learning assisted quality of transmission estimation of an optical lightpath, for a fixed/variable number of available training samples from the source/target domain.