Introduction to the JOCN Special Issue on Machine Learning and Data Analytics for Optical Communications and Networking

Massimo Tornatore*, Martin Birk, Alan Pak Tao Lau, Qiong Zhang, Darko Zibar

*Corresponding author for this work

Research output: Contribution to journalJournal articleCommunication

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Abstract

This Special Issue contains a collection of outstanding papers covering several applications of machine learning in optical communications and networking, including: resource management in elastic optical networks, datacentersandROADM-basednetworks;noiseandsignalquality estimation; and traffic prediction. We provide a brief overview of the current state of machine learning in optical networks, followed by a categorization of the eleven papers in this special issue.
Original languageEnglish
JournalJournal of Optical Communications and Networking
Volume10
Issue number10
Number of pages2
ISSN1943-0620
DOIs
Publication statusPublished - 2018

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