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dc.contributor.authorGuerrero, Cesar D.spa
dc.contributor.authorSalcedo Morillo, Dixon Davidspa
dc.date.accessioned2018-11-09T16:44:55Z
dc.date.available2018-11-09T16:44:55Z
dc.date.issued2012-11-07
dc.identifier.isbn978-146735080-8spa
dc.identifier.urihttp://hdl.handle.net/11323/805spa
dc.description.abstractThere are different tools to estimate the end to end available bandwidth (AB). These tools use techniques which send pairs of packets to the network and observe changes in dispersion or propagation delays to infer the value of the AB. Given the fractal nature of Internet traffic, these observations are prompt to errors affecting the accuracy of the estimation. This article presents the application of a clustering technique to reduce the estimation error due to wrong observations of the available bandwidth in the network. The clustering technique used is K-means which is applied to a tool called Traceband that is originally based on a Hidden Markov Model to perform the estimation. It is shown that using K-means in Traceband can improve its accuracy in 67.45 % when the cross traffic is about 70% of the end-to-end capacity.spa
dc.language.isoeng
dc.publisherIEEEspa
dc.rightsAtribución – No comercial – Compartir igualspa
dc.subjectAvailable bandwidtheng
dc.subjectAvailable Bandwidth Estimationeng
dc.subjectClustering Techniqueseng
dc.subjectCross-Trafficeng
dc.subjectEnd-To-End Capacityeng
dc.subjectEstimation Errorseng
dc.subjectInternet Trafficeng
dc.subjectPropagation Delayseng
dc.titleOn the reduction of the available bandwidth estimation error through clustering with K-meanseng
dc.typeArtículo de revistaspa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.identifier.instnameCorporación Universidad de la Costaspa
dc.identifier.reponameREDICUC - Repositorio CUCspa
dc.identifier.repourlhttps://repositorio.cuc.edu.co/spa
dc.type.coarhttp://purl.org/coar/resource_type/c_6501spa
dc.type.contentTextspa
dc.type.driverinfo:eu-repo/semantics/articlespa
dc.type.redcolhttp://purl.org/redcol/resource_type/ARTspa
dc.type.versioninfo:eu-repo/semantics/acceptedVersionspa
dc.type.coarversionhttp://purl.org/coar/version/c_ab4af688f83e57aaspa
dc.rights.coarhttp://purl.org/coar/access_right/c_abf2spa


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