Machine learning for network automation: overview, architecture, and applications [Invited Tutorial]

Networks are complex interacting systems involving cloud operations, core and metro transport, and mobile connectivity all the way to video streaming and similar user applications.With localized and highly engineered operational tools, it is typical of these networks to take days to weeks for any ch...

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Bibliographic Details
Published in:	Journal of optical communications and networking Vol. 10; no. 10; pp. D126 - D143
Main Authors:	Rafique, Danish, Velasco, Luis
Format:	Journal Article Publication
Language:	English
Published:	Piscataway Optica Publishing Group 01.10.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Institute of Electrical and Electronics Engineers (IEEE)
Subjects:	Analytics Analytics; Artificial intelligence; Autonomousnetworking; Big data; Communication networks;Machine learning; Optical fiber communication; Telemetry Aprenentatge automàtic Artificial intelligence Autonomous networking Big data Communication networks Comunicacions òptiques Data models Digital media Enginyeria de la telecomunicació Informàtica Intel·ligència artificial Machine learning Management Network control Optical amplifiers Optical communication Optical communications Optical fiber communication Optical fiber networks Optical fibers Optimization Prediction algorithms Predictive maintenance Telecomunicació òptica Telemetry Topology optimization Video transmission Àrees temàtiques de la UPC
ISSN:	1943-0620, 1943-0639
Online Access:	Get full text
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