Multiscale Nature of Network Traffic

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dc.citation.bibtexNamearticleen_US
dc.citation.firstpage28
dc.citation.issueNumber3en_US
dc.citation.journalTitleIEEE Signal Processing Magazineen_US
dc.citation.lastpage46
dc.citation.volumeNumber19en_US
dc.contributor.authorAbry, Patriceen_US
dc.contributor.authorBaraniuk, Richard G.en_US
dc.contributor.authorFlandrin, Patricken_US
dc.contributor.authorRiedi, Rudolf H.en_US
dc.contributor.authorVeitch, Darrylen_US
dc.contributor.orgCenter for Multimedia Communications (http://cmc.rice.edu/)en_US
dc.contributor.orgDigital Signal Processing (http://dsp.rice.edu/)en_US
dc.date.accessioned2007-10-31T00:44:04Z
dc.date.available2007-10-31T00:44:04Z
dc.date.issued2002-05-01en
dc.date.modified2006-06-19en_US
dc.date.submitted2002-05-09en_US
dc.descriptionJournal Paperen_US
dc.description.abstractThe complexity and richness of telecommunications traffic is such that one may despair to find any regularity or explanatory principles. Nonetheless, the discovery of scaling behavior in tele-traffic has provided hope that parsimonious models can be found. The statistics of scaling behavior present many challenges, especially in non-stationary environments. In this paper, we overview the state of the art in this area, focusing on the capabilities of the wavelet transform as a key tool for unravelling the mysteries of traffic statistics and dynamics.en_US
dc.description.sponsorshipNational Science Foundationen_US
dc.identifier.citationP. Abry, R. G. Baraniuk, P. Flandrin, R. H. Riedi and D. Veitch, "Multiscale Nature of Network Traffic," <i>IEEE Signal Processing Magazine,</i> vol. 19, no. 3, 2002.
dc.identifier.doihttp://dx.doi.org/10.1109/79.998080en_US
dc.identifier.urihttps://hdl.handle.net/1911/19886
dc.language.isoeng
dc.subjectComputer network traffic*
dc.subjectTele-traffic*
dc.subjectWavelets*
dc.subjectScaling*
dc.subjectSelf-similarity*
dc.subjectLong-Range Dependence*
dc.subjectFractals*
dc.subjectMultifractals*
dc.subjectCascade Processes*
dc.subjectMultipli*
dc.subject.keywordComputer network trafficen_US
dc.subject.keywordTele-trafficen_US
dc.subject.keywordWaveletsen_US
dc.subject.keywordScalingen_US
dc.subject.keywordSelf-similarityen_US
dc.subject.keywordLong-Range Dependenceen_US
dc.subject.keywordFractalsen_US
dc.subject.keywordMultifractalsen_US
dc.subject.keywordCascade Processesen_US
dc.subject.keywordMultiplien_US
dc.subject.otherWavelet based Signal/Image Processingen_US
dc.subject.otherMultiscale Methodsen_US
dc.subject.otherSignal Processing for Networkingen_US
dc.subject.otherMultifractalsen_US
dc.subject.otherSignal Processing Applicationsen_US
dc.titleMultiscale Nature of Network Trafficen_US
dc.typeJournal article
dc.type.dcmiText
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