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
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;
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
DOI :
10.1109/ICNNSP.2003.1281209
