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Decision making under uncertainty for the deployment of future networks in IoT scenarios
dc.contributor.author | Alzate Mejía, Nestor |
dc.contributor.author | Santos Boada, Germán |
dc.contributor.author | Almeida Amazonas, José Roberto de |
dc.contributor.other | Universitat Politècnica de Catalunya. Doctorat en Arquitectura de Computadors |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors |
dc.date.accessioned | 2021-02-18T08:09:12Z |
dc.date.available | 2021-02-18T08:09:12Z |
dc.date.issued | 2020 |
dc.identifier.citation | Alzate, N.; Santos-Boada, G.; De Almeida, J. Decision making under uncertainty for the deployment of future networks in IoT scenarios. A: International Conference on Broadband Communications, Networks, and Systems. "Broadband Communications, Networks, and Systems, 11th EAI International Conference, BROADNETS 2020: Qingdao, China, December 11–12, 2020: proceedings". Berlín: Springer, 2020, p. 174-184. ISBN 978-3-030-68737-3. DOI 10.1007/978-3-030-68737-3. |
dc.identifier.isbn | 978-3-030-68737-3 |
dc.identifier.uri | http://hdl.handle.net/2117/340009 |
dc.description.abstract | The main characteristic of various emerging communication network paradigms in the dimensioning, control and deployment of future networks is the fact that they are human-centric, entailing closelyknit interactions between telematics and human activities. Considering the effect of user behavior, whose dynamics are difficult to model, new uncertainties are introduced in these systems, bringing about network resource management challenges. Within this context, this study seeks to review different decision-making computational methods in conditions of uncertainty for Internet of Things scenarios such as smart spaces, and industry 4.0, through a systematic literature review. According to our research results, a new paradigm for computationally capturing and modeling human behavior context must be developed with the purpose of improving resource management. |
dc.description.sponsorship | This work has been partially supported by the Spanish Ministry of Economy and Competitiveness under contract TEC2017-90034-C2-1-R (ALLIANCE project) that receives funding from FEDER. Moreover, it has been partially supported by the Spanish Thematic Network under contract RED2018-102585-T (Go2Edge) and by the aid granted by the Sinfoni project INV2733 of the Cooperative University of Colombia. |
dc.format.extent | 11 p. |
dc.language.iso | eng |
dc.publisher | Springer |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors |
dc.subject.lcsh | Uncertainty |
dc.subject.lcsh | Decision-making |
dc.subject.lcsh | Internet of things |
dc.subject.other | Resource management |
dc.title | Decision making under uncertainty for the deployment of future networks in IoT scenarios |
dc.type | Conference report |
dc.subject.lemac | Incertesa |
dc.subject.lemac | Decisió, Presa de |
dc.subject.lemac | Internet de les coses |
dc.contributor.group | Universitat Politècnica de Catalunya. CBA - Sistemes de Comunicacions i Arquitectures de Banda Ampla |
dc.identifier.doi | 10.1007/978-3-030-68737-3 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | https://link.springer.com/chapter/10.1007/978-3-030-68737-3_12 |
dc.rights.access | Open Access |
local.identifier.drac | 30504801 |
dc.description.version | Postprint (author's final draft) |
dc.relation.projectid | info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TEC2017-90034-C2-1-R/ES/DISEÑANDO UNA INFRAESTRUCTURA DE RED 5G DEFINIDA MEDIANTE CONOCIMIENTO HACIA LA PROXIMA SOCIEDAD DIGITAL/ |
local.citation.author | Alzate, N.; Santos-Boada, G.; De Almeida, J. |
local.citation.contributor | International Conference on Broadband Communications, Networks, and Systems |
local.citation.pubplace | Berlín |
local.citation.publicationName | Broadband Communications, Networks, and Systems, 11th EAI International Conference, BROADNETS 2020: Qingdao, China, December 11–12, 2020: proceedings |
local.citation.startingPage | 174 |
local.citation.endingPage | 184 |