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Generation of LRD traffic traces with given sample statistics | IEEE Conference Publication | IEEE Xplore

Generation of LRD traffic traces with given sample statistics


Abstract:

This paper presents an algorithm for generating synthetic LRD traffic traces, with given sample mean and Hurst parameter. The algorithm is based on the multifractal wavel...Show More

Abstract:

This paper presents an algorithm for generating synthetic LRD traffic traces, with given sample mean and Hurst parameter. The algorithm is based on the multifractal wavelet model (MWM) proposed by Riedi et al in 1999. We use a binomial conservative cascade within an iterative algorithm that ensures the required sample statistics. The synthetic trace exhibits multifractal behavior, although we do not try to capture specific multi-fractal statistics yet. As an example application, we investigate the effects of variability on the estimation of cross-traffic over point-to-point links according to the sample statistics of synthetic traces. We noticed that the correlation between cross-traffic and active probe packet dispersion measurements increases with H.
Date of Conference: 02-04 May 2012
Date Added to IEEE Xplore: 21 June 2012
ISBN Information:
Conference Location: Bogota, Colombia

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