Optical Performance Monitoring in Fiber-Optic Networks Enabled by Machine Learning Techniques

We review applications of machine learning (ML) in various aspects of optical communications including optical performance monitoring, fiber nonlinearity compensation, and software-defined networking. The future role of ML in optical communications is also discussed.