TY - JOUR
T1 - Introduction to the JOCN special issue on machine learning and data analytics for optical communications and networking
AU - Tornatore, Massimo
AU - Birk, Martin
AU - Lau, Alan Pak Tao
AU - Zhang, Qiong
AU - Zibar, Darko
N1 - Publisher Copyright:
© 2009-2012 OSA.
PY - 2018/10
Y1 - 2018/10
N2 - 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, datacenters and ROADM-based networks; noise and signalquality 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.
AB - 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, datacenters and ROADM-based networks; noise and signalquality 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.
UR - http://www.scopus.com/inward/record.url?scp=85055823240&partnerID=8YFLogxK
U2 - 10.1364/JOCN.10.000ML1
DO - 10.1364/JOCN.10.000ML1
M3 - Review article
AN - SCOPUS:85055823240
SN - 1943-0620
VL - 10
SP - ML1-ML2
JO - Journal of Optical Communications and Networking
JF - Journal of Optical Communications and Networking
IS - 10
M1 - 8501522
ER -