Analysis of Non-Gaussian Nature of Network Traffic and its Implication on Network Performance

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dc.creatorMori, Tatsuya
dc.creatorKawahara, Ryoichi
dc.creatorNaito, Shozo
dc.date2002-09-03
dc.date.accessioned2026-07-07T03:18:51Z
dc.date.available2026-07-07T03:18:51Z
dc.descriptionWe analyzed the non-Gaussian nature of network traffic using some Internet traffic data. We found that (1) the non-Gaussian nature degrades network performance, (2) it is caused by `greedy flows' that exist with non-negligible probability, and (3) a large majority of `greedy flows' are TCP flows having relatively small hop counts, which correspond to small round-trip times. We conclude that in a network hat has greedy flows with non-negligible probability, a traffic controlling scheme or bandwidth design that considers non-Gaussian nature is essential.
dc.description11 pages, 12 figures
dc.identifierhttps://arxiv.org/abs/cs/0209004
dc.identifierhttp://arxiv.org/abs/cs/0209004
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/31283
dc.subjectNetworking and Internet Architecture
dc.subjectC.2.5
dc.titleAnalysis of Non-Gaussian Nature of Network Traffic and its Implication on Network Performance
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