Multiscale Connection-Level Analysis of Network Traffic
| dc.citation.bibtexName | inproceedings | en_US |
| dc.citation.conferenceName | Asilomar Conference on Signals, Systems, and Computers | en_US |
| dc.citation.firstpage | 29 | |
| dc.citation.lastpage | 33 | |
| dc.citation.location | Pacific Grove, CA | en_US |
| dc.citation.volumeNumber | 1 | en_US |
| dc.contributor.author | Sarvotham, Shriram | en_US |
| dc.contributor.author | Riedi, Rudolf H. | en_US |
| dc.contributor.author | Baraniuk, Richard G. | en_US |
| dc.contributor.org | Digital Signal Processing (http://dsp.rice.edu/) | en_US |
| dc.date.accessioned | 2007-10-31T01:03:42Z | |
| dc.date.available | 2007-10-31T01:03:42Z | |
| dc.date.issued | 2002-11-01 | en |
| dc.date.modified | 2006-06-07 | en_US |
| dc.date.note | 2006-06-07 | en_US |
| dc.date.submitted | 2002-11-01 | en_US |
| dc.description | Conference Paper | en_US |
| dc.description.abstract | Network traffic exhibits drastically different statistics, ranging from nearly Gaussian marginals and long range dependence at very large time scales to highly non-Gaussian marginals and multifractal scaling on small scales. This behavior can be explained by decomposing traffic into two components according to the connection bandwidth: the small bandwidth component absorbs most traffic and is Gaussian, while large bandwidth component constitutes virtually all of the small scale bursts. Based on this understanding, a novel traffic model is proposed that parsimoniously accounts for user behavior, network topology, and the heterogeneous distribution of network bandwidths. | en_US |
| dc.identifier.citation | S. Sarvotham, R. H. Riedi and R. G. Baraniuk, "Multiscale Connection-Level Analysis of Network Traffic," vol. 1, 2002. | |
| dc.identifier.doi | http://dx.doi.org/10.1109/ACSSC.2002.1197144 | en_US |
| dc.identifier.uri | https://hdl.handle.net/1911/20318 | |
| dc.language.iso | eng | |
| dc.subject.other | DSP for Communications | en_US |
| dc.title | Multiscale Connection-Level Analysis of Network Traffic | en_US |
| dc.type | Conference paper | |
| dc.type.dcmi | Text |
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