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Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach

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dc.affiliation.dptoUC3M. Departamento de Ingeniería Telemáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Network Technologieses
dc.contributor.authorGramaglia, Marco
dc.contributor.authorCamelo, Miguel
dc.contributor.authorFuentes, Lidia
dc.contributor.authorBallesteros, Joaquín
dc.contributor.authorBaldoni, Gabriele
dc.contributor.authorCominardi, Luca
dc.contributor.authorGarcía Saavedra, Andrés
dc.contributor.authorFiore, Marco
dc.contributor.funderEuropean Commissionen
dc.date.accessioned2022-10-28T07:52:21Z
dc.date.available2022-10-28T07:52:21Z
dc.date.issued2022-06-07
dc.description.abstractNext-generation mobile networks will largely benefit from advances in softwarization and cloudification of network functions. However, fully exploiting the new potential of flexible network architectures in front of increasingly demanding service volumes and requirements calls for an extremely effective integration of Network Intelligence (NI) solutions into production infrastructures.While current standardization efforts towards embedding NI in beyond-5G and 6G systems are still in their infancy, the DAEMON project is developing technologies for a NI-native generation of mobile networks.In this paper, we present current evolutions proposed by DAEMON in terms of a general model for the representation of NI instances, which facilitates their synergic integration in network environments. We showcase the practical viability and advantages of the proposed approach with two state-of-the-art NI algorithms for vRAN orchestration implemented into an open-source data flow programming framework.en
dc.description.sponsorshipThis project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement no.101017109 DAEMONen
dc.format.extent6
dc.identifier.bibliographicCitationM. Gramaglia et al., "Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach," 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2022, pp. 482-487en
dc.identifier.doihttps://doi.org/10.1109/EuCNC/6GSummit54941.2022.9815816
dc.identifier.isbn978-1-6654-9871-5
dc.identifier.publicationfirstpage482
dc.identifier.publicationlastpage487
dc.identifier.urihttps://hdl.handle.net/10016/35946
dc.identifier.uxxiCC/0000033536
dc.language.isoeng
dc.publisherIEEEen
dc.relation.eventdate2022-06-07
dc.relation.eventplaceFranciaes
dc.relation.eventtitleEuCNC & 6G Summiten
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/101017109en
dc.rights©2022 IEEEen
dc.rights.accessRightsopen accessen
dc.subject.ecienciaTelecomunicacioneses
dc.subject.otherVranen
dc.subject.otherVirtualized ranen
dc.subject.otherNetwork intelligenceen
dc.subject.otherMobile networksen
dc.subject.otherOrchestrationen
dc.subject.other6gen
dc.titleNetwork Intelligence for Virtualized RAN Orchestration: The DAEMON Approachen
dc.typeconference output*
dc.type.hasVersionAM*
dspace.entity.typePublication
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