Title :
On convergence of aggregated traffic to totally positively skewed α-stable distribution
Author :
Tang, Xiaoou ; Jiao, Bingli
Author_Institution :
Sch. of Electron. Eng. & Comput. Sci., Peking Univ., Beijing, China
Abstract :
Recent researches have highlighted the impulsive nature of the aggregated network traffic, and consequently α-stable distribution models have been widely used to capture the observed impulsiveness. Presented is an analytical demonstration of aggregated network traffic converging to totally positively skewed α-stable distribution, which provides inherent mechanism explanation for the widely used α-stable distribution models. Simulations validate the accuracy of the presented theoretical analysis.
Keywords :
telecommunication congestion control; telecommunication traffic; aggregated network traffic; distribution model; impulsiveness; inherent mechanism;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2010.0489