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