Machine-Learning-as-a-Service for Optical Network Automation Page 1 Machine-Learning-as-a-Service
for Optical Network Automation Carlos Natalino,1,* Nasser Mohammadiha,2,3 Ashkan Panahi3 1 …

The calculation and collection of numerous physical properties of transmitted signals and
different optical network components is known as optical performance monitoring (OPM) …

Optical networks have been in commercial deployment since the early 1980s as a result of
advances in optical, photonic, and material technologies. Although the initial deployment …

The continuous growth of broadband communications, multimedia services and Internet is
absolutely related to the deployment and operation of optical networks. Despite optical …

Machine learning (ML) is widely being regarded as a powerful technology to solve various
complex problems in fiber-optic communication networks. Recently, ML algorithms have …

Direct Detection (DD) optical performance monitoring (OPM), Modulation Format
Identification (MFI), and Baud Rate Identification (BRI) are envisioned as crucial components …

The chapter provides information as a first step for individuals who are thriving to get a bird's
eye view of the aspects underlying the optical networking in the context of 5G technology …

We review applications of machine learning (ML) in various aspects of optical
communications including optical performance monitoring, fiber nonlinearity compensation …

By the end of the decade, approximately 50 billion devices will be connected over the
internet using multiple services such as online gaming, ultra-high definition videos, and 5G …

The global demand for high-speed communication has increased dramatically over the past
few years when data beginning to dominating of the traffic according to the Cisco Visual …