Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach

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dc.contributor.author Gramaglia, Marco
dc.contributor.author Camelo, Miguel
dc.contributor.author Fuentes, Lidia
dc.contributor.author Ballesteros, Joaquín
dc.contributor.author Baldoni, Gabriele
dc.contributor.author Cominardi, Luca
dc.contributor.author García Saavedra, Andrés
dc.contributor.author Fiore, Marco
dc.date.accessioned 2022-10-28T07:52:21Z
dc.date.available 2022-10-28T07:52:21Z
dc.date.issued 2022-06-07
dc.identifier.bibliographicCitation M. 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. 482-487
dc.identifier.isbn 978-1-6654-9871-5
dc.identifier.uri http://hdl.handle.net/10016/35946
dc.description.abstract Next-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.
dc.description.sponsorship This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement no.101017109 DAEMON
dc.format.extent 6
dc.language.iso eng
dc.publisher IEEE
dc.rights ©2022 IEEE
dc.subject.other Vran
dc.subject.other Virtualized ran
dc.subject.other Network intelligence
dc.subject.other Mobile networks
dc.subject.other Orchestration
dc.subject.other 6g
dc.title Network Intelligence for Virtualized RAN Orchestration: The DAEMON Approach
dc.type conference output
dc.subject.eciencia Telecomunicaciones
dc.identifier.doi https://doi.org/10.1109/EuCNC/6GSummit54941.2022.9815816
dc.rights.accessRights open access
dc.relation.projectID info:eu-repo/grantAgreement/EC/101017109
dc.relation.eventdate 2022-06-07
dc.relation.eventplace Francia
dc.relation.eventtitle EuCNC & 6G Summit
dc.identifier.publicationfirstpage 482
dc.identifier.publicationlastpage 487
dc.identifier.uxxi CC/0000033536
dc.contributor.funder European Commission
dc.affiliation.dpto UC3M. Departamento de Ingeniería Telemática
dc.affiliation.grupoinv UC3M. Grupo de Investigación: Network Technologies
dc.type.hasVersion AM
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