Publication:
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks

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dc.affiliation.dptoUC3M. Departamento de Ingeniería Telemáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Network Technologieses
dc.contributor.authorChatzieleftheriou, Livia Elena
dc.contributor.authorGramaglia, Marco
dc.contributor.authorCamelo, Miguel
dc.contributor.authorGarcía-Saavedra, Andrés
dc.contributor.authorKosmatos, Evangelos
dc.contributor.authorGucciardo, Michele
dc.contributor.authorSoto, Paola
dc.contributor.authorIosifidis, George
dc.contributor.authorFuentes, Lidia
dc.contributor.authorGarcía Avilés, Ginés
dc.contributor.authorLutu, Andra Elena
dc.contributor.authorBaldoni, Gabriele
dc.contributor.authorFiore, Marco
dc.contributor.funderEuropean Commissionen
dc.date.accessioned2023-09-19T11:20:05Z
dc.date.available2023-09-19T11:20:05Z
dc.date.issued2023-06-06
dc.descriptionProceeding of: 2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 6-9 June 2023, Gothenburg, Sweden. pp.: 347-352.en
dc.description.abstractThe quest for autonomous mobile networks introduces the need for fully native support for Network Intelligence (NI) algorithms, typically based on Artificial Intelligence tools like Machine Learning, which shall be gathered into a NI stratum. The NI stratum is responsible for the full automation of the NI operation in the network, including the management of the life-cycle of NI algorithms, in a way that is synergic with traditional network management and orchestration framework. In this regard, the NI stratum must accommodate the unique requirements of NI algorithms, which differ from the ones of, e.g., virtual network functions, and thus plays a critical role in the native integration of NI into current network architectures. In this paper, we leverage the recently proposed concept of Network Intelligence Orchestrator (NIO) to (i) define the specific requirements of NI algorithms, and (ii) discuss the procedures that shall be supported by an NIO sitting in the NI stratum to effectively manage NI algorithms. We then (iii) introduce a reference implementation of the NIO defined above using cloud-native open-source tools.en
dc.description.sponsorshipThis work has received funding from the European Union's Horizon 2020 research and innovation program under grant agreement no. 101017109 “DAEMON”.en
dc.description.statusPublicado
dc.format.extent5
dc.identifier.bibliographicCitation2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 6-9 June 2023, Gothenburg, Sweden. IEEE, 2023. Pp. 347-352en
dc.identifier.doihttps://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188297
dc.identifier.isbn979-8-3503-1102-0
dc.identifier.publicationfirstpage347
dc.identifier.publicationlastpage352
dc.identifier.publicationtitle2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)en
dc.identifier.urihttps://hdl.handle.net/10016/38377
dc.identifier.uxxiCC/0000034491
dc.language.isoengen
dc.publisherIEEEen
dc.relation.eventdate6-9 Junio 2023es
dc.relation.eventplaceGothenburg, Sueciaes
dc.relation.eventtitleJoint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)en
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/101017109/DAEMONen
dc.rights© 2023, IEEE.en
dc.rights.accessRightsopen accessen
dc.subject.ecienciaTelecomunicacioneses
dc.subject.other6G mobile communicationen
dc.subject.otherCloud computingen
dc.subject.otherMachine learning algorithmsen
dc.subject.otherNetwork architectureen
dc.subject.otherNetwork Intelligenceen
dc.titleOrchestration Procedures for the Network Intelligence Stratum in 6G Networksen
dc.typeconference proceedings*
dc.type.hasVersionAM*
dspace.entity.typePublication
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