Traffic estimation in high-speed communication networks using fuzzy systems

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dc.contributor.authorMagaña Lizarrondo, Eduardo
dc.contributor.authorVilladangos Alonso, Jesús
dc.contributor.authorAstrain Escola, José Javier
dc.contributor.departmentAutomática y Computaciónes_ES
dc.contributor.departmentAutomatika eta Konputazioaeu
dc.date.accessioned2016-09-30T10:48:49Z
dc.date.available2016-09-30T10:48:49Z
dc.date.issued2001
dc.descriptionTrabajo presentado a Eusflat 2001, European Society for Fuzzy Logic and Technology, Leicester (Reino Unido), 2001es_ES
dc.description.abstractWe present a practical application of fuzzy systems in communication networks. In this case a fuzzy relational model is developed to estimate the bytes transferred every time unit over a communication link. Such estimation is useful to provide an algorithm to dynamically reserve resources in order to guaranty the quality of service of the communications. In order to evaluate the fuzzy estimator we apply the information about the whole IP packets received at the router of the Public University of Navarra along two months. The estimator predicts the load of the communication link 1, 2, 4 and 6 hours before. The results show that the estimator can be used to dynamically assign bandwidth for communication services.en
dc.format.mimetypeapplication/pdfen
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/22314
dc.language.isoengen
dc.publisherEUSFLATen
dc.relation.ispartofProceedings of the 2nd International Conference in Fuzzy Logic and Technology, Leicester, United Kingdom, September 5-7, 2001. Edited by J. M. Garibaldi and R. I. John.en
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.subjectTraffic estimation and forecastingen
dc.subjectFuzzy relational modelen
dc.titleTraffic estimation in high-speed communication networks using fuzzy systemsen
dc.typeinfo:eu-repo/semantics/conferenceObject
dspace.entity.typePublication
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relation.isAuthorOfPublication.latestForDiscoveryc521bf55-a1e7-47b2-ac98-5fbf8c286f7a

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