DocumentCode
2739283
Title
A new modeling for self-similar network traffic based on the alpha-stable processes
Author
Guangxi, Zhu ; Xiaohu, Ge ; Yaoting, Zhu ; Cunyan, Shi
Author_Institution
Dept. of Electron. & Informatics, Huazhong Univ. of Sci. & Tech., Hubei, China
Volume
2
fYear
2003
fDate
14-17 Dec. 2003
Firstpage
1689
Abstract
This paper proposes a new network traffic model based on alpha-stable processes, then the authors simulate the traces of different self-similar models for comparison. 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
fractals; modelling; telecommunication networks; telecommunication traffic; alpha stable processes; modeling; self-similar network traffic; simulation data; wide area networks; Communication networks; Distribution functions; Exponential distribution; Fractals; H infinity control; Markov processes; Process design; Random variables; Telecommunication traffic; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location
Nanjing
Print_ISBN
0-7803-7702-8
Type
conf
DOI
10.1109/ICNNSP.2003.1281209
Filename
1281209
Link To Document