Efficient parameter selection for use of self-similarity in real time resource management

Document Type

Article

Publication Date

1-1-2002

Abstract

Investigations of high-resolution Ethernet Local Area Network (LAN) traces and VBR video traffic has demonstrated that these traffic types exhibit self-similarity. In this paper, we study two commonly used methods in estimating traffic self-similarity level, and compare them in terms of their applicability in providing real-time feedback to resource management algorithms. These methods are variance-time plot and wavelet-analysis. The constraints for selection of a method, wavelet filter types and lengths, number of scales and length of traffic data to be stored and analyzed are given.

Identifier

0036279768 (Scopus)

Publication Title

IEEE International Conference on Communications

External Full Text Location

https://doi.org/10.1109/ICC.2002.997239

ISSN

05361486

First Page

2212

Last Page

2216

Volume

4

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