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dc.contributor.authorMestres Sugrañes, Albert
dc.contributor.authorRodríguez Natal, Alberto
dc.contributor.authorCarner Marsal, Josep
dc.contributor.authorBarlet Ros, Pere
dc.contributor.authorAlarcón Cot, Eduardo José
dc.contributor.authorSole, Marc
dc.contributor.authorMuntés Mulero, Victor
dc.contributor.authorMeyer, David
dc.contributor.authorBarkai, Sharon
dc.contributor.authorHibbett, Mike J.
dc.contributor.authorEstrada, Giovani
dc.contributor.authorCoras, Florin-Tudorel
dc.contributor.authorErmagan, Vina
dc.contributor.authorLatapie, Hugo
dc.contributor.authorCassar, Chris
dc.contributor.authorEvans, John
dc.contributor.authorWalrand, Jean
dc.contributor.authorCabellos Aparicio, Alberto
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.identifier.citationMestres, A., Rodriguez, A., Carner, J., Barlet, P., Alarcon, E., Sole, M., Muntés, V., Meyer, D., Barkai, S., Hibbett, M., Estrada, G., Coras, F., Ermagan, V., Latapie, H., Cassar, C., Evans, J., Walrand, J., A. C. Knowledge-defined networking. "Computer communication review", 1 Juliol 2017, vol. 47, núm. 3, p. 1-10.
dc.description.abstractThe research community has considered in the past the application of Artificial Intelligence (AI) techniques to control and operate networks. A notable example is the Knowledge Plane proposed by D.Clark et al. However, such techniques have not been extensively prototyped or deployed in the field yet. In this paper, we explore the reasons for the lack of adoption and posit that the rise of two recent paradigms: Software-Defined Networking (SDN) and Network Analytics (NA), will facilitate the adoption of AI techniques in the context of network operation and control. We describe a new paradigm that accommodates and exploits SDN, NA and AI, and provide use-cases that illustrate its applicability and benefits. We also present simple experimental results that support, for some relevant use-cases, its feasibility. We refer to this new paradigm as Knowledge-Defined Networking (KDN).
dc.format.extent10 p.
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors
dc.subject.lcshComputer networks
dc.subject.otherKnowledge plane
dc.subject.otherKnowledge-defined networking
dc.subject.otherMachine learning
dc.subject.otherNetwork analytics
dc.titleKnowledge-defined networking
dc.subject.lemacOrdinadors, Xarxes d'
dc.contributor.groupUniversitat Politècnica de Catalunya. CBA - Sistemes de Comunicacions i Arquitectures de Banda Ampla
dc.contributor.groupUniversitat Politècnica de Catalunya. EPIC - Energy Processing and Integrated Circuits
dc.description.peerreviewedPeer Reviewed
dc.rights.accessOpen Access
dc.description.versionPostprint (author's final draft)
upcommons.citation.authorMestres, A.; Rodriguez, A.; Carner, J.; Barlet, P.; Alarcon, E.; Sole, M.; Muntés, V.; Meyer, D.; Barkai, S.; Hibbett, M.; Estrada, G.; Coras, F.; Ermagan, V.; Latapie, H.; Cassar, C.; Evans, J.; Walrand, J.; Cabellos-Aparicio, Albert
upcommons.citation.publicationNameComputer communication review

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