A multifractal wavelet model for the generation of long-range dependency traffic traces with adjustable parameters

作者：

Highlights：

• We proposed a novel algorithm to generate multifractal traffic finite-length traces.

• The algorithm is based on the MultiFractal Hurst model and Multifractal Wavelet Model.

• To validate the algorithm, a trace with specific parameters values is synthetized.

• The main contribution is to allow adjusting the Hurst parameter and spectrum width.

摘要

•We proposed a novel algorithm to generate multifractal traffic finite-length traces.•The algorithm is based on the MultiFractal Hurst model and Multifractal Wavelet Model.•To validate the algorithm, a trace with specific parameters values is synthetized.•The main contribution is to allow adjusting the Hurst parameter and spectrum width.

论文关键词：Multifractal spectrum,Hurst parameter,Multifractal wavelet model,Binomial cascade,Network traffic

论文评审过程：Received 20 January 2016, Revised 8 April 2016, Accepted 3 May 2016, Available online 20 May 2016, Version of Record 29 June 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.05.010