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The many faces of edge intelligence

dc.contributor.authorPeltonen, Ella
dc.contributor.authorAhmad, Ijaz
dc.contributor.authorAral, Atakan
dc.contributor.authorCapobianco, Michele
dc.contributor.authorDing, Aaron Yi
dc.contributor.authorGil Castiñeira, Felipe Jose 
dc.contributor.authorGilman, Ekaterina
dc.contributor.authorHarjula, Erkki
dc.contributor.authorJurmu, Marko
dc.contributor.authorKarvonen, Teemu
dc.contributor.authorKelanti, Markus
dc.contributor.authorLeppanen, Teemu
dc.contributor.authorLoven, Lauri
dc.contributor.authorMikkonen, Tommi
dc.contributor.authorMohan, Nitinder
dc.contributor.authorNurmi, Petteri
dc.contributor.authorPirttikangas, Susanna
dc.contributor.authorSroka, Pawel
dc.contributor.authorTarkoma, Sasu
dc.contributor.authorYang, Tingting
dc.date.accessioned2023-03-07T11:38:33Z
dc.date.available2023-03-07T11:38:33Z
dc.date.issued2022
dc.identifier.citationIEEE Access, 10, 104769-104782 (2022)spa
dc.identifier.issn21693536
dc.identifier.urihttp://hdl.handle.net/11093/4553
dc.description.abstractEdge Intelligence (EI) is an emerging computing and communication paradigm that enables Artificial Intelligence (AI) functionality at the network edge. In this article, we highlight EI as an emerging and important field of research, discuss the state of research, analyze research gaps and highlight important research challenges with the objective of serving as a catalyst for research and innovation in this emerging area. We take a multidisciplinary view to reflect on the current research in AI, edge computing, and communication technologies, and we analyze how EI reflects on existing research in these fields. We also introduce representative examples of application areas that benefit from, or even demand the use of EI.en
dc.description.sponsorshipEuropean Union’s Horizon 2020 research and innovation programme | Ref. 101021808spa
dc.description.sponsorshipMarie Skłodowska-Curie | Ref. 956090spa
dc.description.sponsorshipNational Science Centre in Poland | Ref. 2018/29/B/ST7/01241spa
dc.description.sponsorshipAustrian Science Fund | Ref. Y 904-N31spa
dc.description.sponsorshipAustrian Science Fund | Ref. I 5201-Nspa
dc.description.sponsorshipCHIST-ERA | Ref. CHIST-ERA-19-CES-005spa
dc.description.sponsorshipUniversity of Oulu, Finland | Ref. 318927spa
dc.description.sponsorshipUniversity of Oulu, Finland | Ref. 326291spa
dc.description.sponsorshipUniversity of Oulu, Finland | Ref. 323630spa
dc.language.isoengspa
dc.publisherIEEE Accessspa
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.titleThe many faces of edge intelligenceen
dc.typearticlespa
dc.rights.accessRightsopenAccessspa
dc.relation.projectIDinfo:eu-repo/grantAgreement/EU/H2020/101021808spa
dc.identifier.doi10.1109/ACCESS.2022.3210584
dc.identifier.editorhttps://ieeexplore.ieee.org/document/9905603/spa
dc.publisher.departamentoEnxeñaría telemáticaspa
dc.publisher.grupoinvestigacionGrupo de Tecnoloxías da Informaciónspa
dc.subject.unesco1203.04 Inteligencia Artificialspa
dc.date.updated2023-03-07T11:36:15Z
dc.computerCitationpub_title=IEEE Access|volume=10|journal_number=|start_pag=104769|end_pag=104782spa


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    Except where otherwise noted, this item's license is described as Attribution 4.0 International