DocumentCode
403213
Title
A new model for network traffic based on alpha-stable self-similar processes
Author
Xiaohu, Ge ; Guangxi, Zhu ; Yaoting, Zhu
Author_Institution
Dept. of Electron. & Informatics, Huazhong Univ. of Sci. & Technol., Wuhan, China
fYear
2003
fDate
28 Sept.-1 Oct. 2003
Firstpage
1
Lastpage
5
Abstract
This paper proposes a new network traffic model based on alpha-stable processes. Then the traces of three different self-similar models are simulated. Comparing the traces of the simulation data and the trace of the actual data, it is shown that the new model is better than the other models in fitting with the actual data.
Keywords
mathematical analysis; telecommunication traffic; alpha-stable self-similar processes; different self-similar models; network modeling; network traffic; Brownian motion; Displays; Distribution functions; Gaussian distribution; H infinity control; Probability distribution; Random variables; Shape; Telecommunication traffic; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Networks, 2003. ICON2003. The 11th IEEE International Conference on
ISSN
1531-2216
Print_ISBN
0-7803-7788-5
Type
conf
DOI
10.1109/ICON.2003.1266158
Filename
1266158
Link To Document