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Skewness and Kurtosis in Function of Selection of Network Traffic Distribution

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Author(s): Petar Čisar | Sanja Maravić Čisar

Journal: Acta Polytechnica Hungarica
ISSN 1785-8860

Volume: 7;
Issue: 2;
Start page: 95;
Date: 2010;
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Keywords: skewness | kurtosis | network traffic | histogram | probability distribution

ABSTRACT
The available literature is not completely certain what type(s) of probabilitydistribution best models network traffic. Thus, for example, the uniform, Poisson,lognormal, Pareto and Rayleigh distributions were used in different applications.Statistical analysis presented in this paper aims to show how skewness and kurtosis ofnetwork traffic samples in a certain time interval may be criterions for selection ofappropriate distribution type. The creation of histogram and probability distribution ofnetwork traffic samples is also discussed and demonstrated on a real case.
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