Add to BibSonomyAbstract
MLaaS is introduced in the context of optical networks, and an architecture to take advantage of its potential is proposed. A use case of QoT classification using MLaaS techniques is benchmarked against state-of-the-art methods.
© 2023 The Author(s)
PDF Article | Presentation VideoMore Like This
Machine Learning for Failure Management in Optical Networks
Francesco Musumeci
Th4J.1 Optical Fiber Communication Conference (OFC) 2021
Machine-Learning-Aided Service Provisioning in Multi-Domain Optical Networks
Roberto Proietti, Xiaoliang Chen, Gengchen Liu, Hongbo Lu, and S.J. Ben Yoo
NeT1D.4 Photonic Networks and Devices (Networks) 2019
Tutorial: Evolution of Machine Learning in Optical Access Networks
Elaine Wong, Lihua Ruan, and Sourav Mondal
W3G.1 Optical Fiber Communication Conference (OFC) 2022