Title :
Fast simulation of general LFSN self-similar network traffic
Author :
Bai Yun ; Yu Li ; Zhu Guangxi
Author_Institution :
Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan
Abstract :
A fast and general simulation of linear fractional stable noise (LFSN) is presented in this paper, which utilizes the efficiency of FFT to minimize calculation overload, and has no limitation on parameters of LFSN so that self-similar network traffic model based on LFSN can be thoroughly studied. Relevant codes and examples are demonstrated here, as well as simulated network traffic.
Keywords :
fast Fourier transforms; telecommunication traffic; FFT; LFSN; fast Fourier transforms; linear fractional stable noise; self-similar network traffic; 1f noise; Aggregates; Brownian motion; Computational modeling; Gaussian noise; Noise measurement; Stochastic processes; Telecommunication traffic; Traffic control; Fast Simulation; LFSN; Network Traffic; Self-similar; Traffic modeling;
Conference_Titel :
Communications and Networking in China, 2008. ChinaCom 2008. Third International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-2373-6
Electronic_ISBN :
978-1-4244-2374-3
DOI :
10.1109/CHINACOM.2008.4685059
