Missing Pieces Currently Preventing Effective Application of Machine Learning to QoT Estimation in the Field

摘要

Despite significant effort from the research community, there are still some missing pieces currently preventing the application of machine learning to QoT estimation in WDM networks. This paper highlights these pieces.