A Multilevel ON/OFF Model for Multifractal Internet Traffic

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dc.contributor.advisorBaras, John S.en_US
dc.contributor.authorJou, Jia-Shiangen_US
dc.contributor.authorBaras, John S.en_US
dc.contributor.departmentISRen_US
dc.contributor.departmentCSHCNen_US
dc.date.accessioned2007-05-23T10:12:33Z
dc.date.available2007-05-23T10:12:33Z
dc.date.issued2002en_US
dc.description.abstractIn this paper, an open-loop multilevel ON/OFF modelis proposed to capture the multifractal behavior of the HTTPtraffic on the Internet. It is assumed that the life time of aTCP session and the active time of a burst within a TCP session have a heavy-tail type distribution. The aggregatetraffic of this model is shown to be multifractal. We analyze itssecond and higher order statistics by the wavelet analysis anddevelop a simple method to estimate the model parameters from areal Internet trace. We show that real and synthesized trafficproduce the same Logscale Diagram with accuracy, for properselection of the model parameter. Finally, we compare using theNS-2 simulator the queueing behavior of FIFO queues fed by realand synthetic traffic demands.en_US
dc.format.extent188863 bytes
dc.format.mimetypeapplication/pdf
dc.identifier.urihttp://hdl.handle.net/1903/6296
dc.language.isoen_USen_US
dc.relation.ispartofseriesISR; TR 2002-9en_US
dc.relation.ispartofseriesCSHCN; TR 2002-5en_US
dc.subjectGlobal Communication Systemsen_US
dc.titleA Multilevel ON/OFF Model for Multifractal Internet Trafficen_US
dc.typeTechnical Reporten_US

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