e-ISSN : 0975-4024 p-ISSN : 2319-8613   
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ABSTRACT

ISSN: 0975-4024

Title : Evaluation of Synthetic Communication Data Traces obtained from Multifractal Algorithms using Queueing Theory
Authors : Fernando Vela, Luis Tuberquia, Hans López, Cesar Hernández
Keywords : multifractal signals, queueing theory, multifractal spectrum, Hurst exponent, multifractal wavelet model.
Issue Date : Dec 2015-Jan 2016
Abstract :
Multifractal studies have applications in several science and engineering fields with a tendency to increase nowadays. In this paper, it is evaluated a synthetic multifractal trace set generated by a novel algorithm in which the multifractal spectrum width of these signals is manipulated. This algorithm is also developed by the same authors and it is based on multifractal wavelet model (MWM) approach. This evaluation is performed by comparing the synthetic traces with some real traces acquired from Bellcore laboratories database. A timing parameter from queueing theory was measured. The results are promising, the synthetic traces exhibit results with margin errors lower than 5%.
Page(s) : 2008-2017
ISSN : 0975-4024
Source : Vol. 7, No.6