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Big data analytics for the virtual network topology reconfiguration use case

dc.contributor.authorGifre Renom, Lluís
dc.contributor.authorMorales Alcaide, Fernando
dc.contributor.authorVelasco Esteban, Luis Domingo
dc.contributor.authorRuiz Ramírez, Marc
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors
dc.date.accessioned2016-11-02T18:36:00Z
dc.date.issued2016
dc.identifier.citationGifre, L., Morales, F., Velasco, L., Ruiz, M. Big data analytics for the virtual network topology reconfiguration use case. A: International Conference on Transparent Optical Networks. "2016 18th International Conference on Transparent Optical Networks (ICTON 2016): Trento, Italy: 10-14 July 2016". Trento: Institute of Electrical and Electronics Engineers (IEEE), 2016.
dc.identifier.isbn9781509014682
dc.identifier.urihttp://hdl.handle.net/2117/91385
dc.description.abstractABNO's OAM Handler is extended with big data analytics capabilities to anticipate traffic changes in volume and direction. Predicted traffic is used to trigger virtual network topology re-optimization. When the virtual topology needs to be reconfigured, predicted and current traffic matrices are used to find the optimal topology. A heuristic algorithm to adapt current virtual topology to meet both actual demands and expected traffic matrix is proposed. Experimental assessment is carried out on UPC's SYNERGY testbed.
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telecomunicació òptica
dc.subject.lcshOptical communications
dc.subject.otherFiber optic networks
dc.subject.otherHeuristic algorithms
dc.subject.otherMatrix algebra
dc.subject.otherOptimization
dc.subject.otherReconfigurable hardware
dc.subject.otherTelecommunication traffic
dc.subject.otherTopology
dc.subject.otherTransparent optical networks
dc.subject.otherABNO
dc.subject.otherData analytics
dc.subject.otherExperimental assessment
dc.subject.otherOptimal topologies
dc.subject.otherTraffic monitoring
dc.subject.otherVirtual network topology
dc.subject.otherVirtual topologies
dc.subject.otherVNT reconfiguration
dc.titleBig data analytics for the virtual network topology reconfiguration use case
dc.typeConference report
dc.subject.lemacComunicacions òptiques
dc.contributor.groupUniversitat Politècnica de Catalunya. GCO - Grup de Comunicacions Òptiques
dc.identifier.doi10.1109/ICTON.2016.7550519
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionBig data analytics for the virtual network topology reconfiguration use case
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac19032328
dc.description.versionPostprint (published version)
dc.date.lift10000-01-01
local.citation.authorGifre, L.; Morales, F.; Velasco, L.; Ruiz, M.
local.citation.contributorInternational Conference on Transparent Optical Networks
local.citation.pubplaceTrento
local.citation.publicationName2016 18th International Conference on Transparent Optical Networks (ICTON 2016): Trento, Italy: 10-14 July 2016


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