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

Conference object English OPEN
Morales Alcaide, Fernando; Ruiz Ramírez, Marc; Velasco Esteban, Luis Domingo;
  • Publisher: OSA
  • Related identifiers: doi: 10.1364/OFC.2016.Th3I.5
  • Subject: Telecomunicació -- Tràfic -- Gestió | Comunicacions òptiques | Optimal topology | Virtual network topology reconfiguration | Big data analytics | :Enginyeria de la telecomunicació::Telecomunicació òptica [Àrees temàtiques de la UPC] | IP traffic prediction | Optical communications | Telecommunication -- Traffic -- Management
    arxiv: Computer Science::Networking and Internet Architecture

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. Peer Reviewed
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