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Efficient parameter selection for use of self-similarity in real time resource management | IEEE Conference Publication | IEEE Xplore

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


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 thi...Show More

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.
Date of Conference: 28 April 2002 - 02 May 2002
Date Added to IEEE Xplore: 07 August 2002
Print ISBN:0-7803-7400-2
Conference Location: New York, NY, USA

References

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