Virtual network topology reconfiguration based on big data analytics for traffic prediction

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Title:	Virtual network topology reconfiguration based on big data analytics for traffic prediction
Author:	Morales Alcaide, Fernando; Ruiz Ramírez, Marc; Velasco Esteban, Luis Domingo
Other authors:	Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors; Universitat Politècnica de Catalunya. GCO - Grup de Comunicacions Òptiques
Abstract:	Big data analytics is applied for IP traffic prediction. When the virtual topology needs to be reconfigured, predicted and current traffic matrices are used to find the optimal topology. Exhaustive simulation results reveal large benefits.
Abstract:	Peer Reviewed
Subject(s):	-Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telecomunicació òptica -Telecommunication -- Traffic -- Management -Optical communications -Virtual network topology reconfiguration -Big data analytics -IP traffic prediction -Optimal topology -Telecomunicació -- Tràfic -- Gestió -Comunicacions òptiques
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Document type:	Article - Published version Conference Object
Published by:	OSA
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