DocumentCode :
499125
Title :
The research and simulation on network traffic
Author :
Zhang, Dong-Li ; Jiao, Wen-cheng ; Li, Qing-Heng
Author_Institution :
Coll. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Volume :
5
fYear :
2009
fDate :
12-15 July 2009
Firstpage :
2735
Lastpage :
2738
Abstract :
Network traffic has the characteristic of self similarity. We can create its model based on measure and physical method. The detail model includes FBM, FGN, on/off, and so on. Then carried on research and practice on the concrete problem that the flow of network produced, such as: distributed production of random number, control algorithms on the basis of feedback mechanism of the flow. Especially carry on deep ground research from the formulation of the similar flow of network, and has realized on this basis that the flow of network based on on-off model is turned into. The research focal point of this text is: How to produce the flow of network with abundant characteristic that can be controlled accurately, and produced the almost true flow of network finally.
Keywords :
Brownian motion; random number generation; stochastic processes; telecommunication network management; control algorithm; distributed production; feedback mechanism; fractional Brownian motion; fractional Gaussian noise; network traffic; on-off model; random number; simulation; Brownian motion; Communication system traffic control; Cybernetics; Gaussian noise; Machine learning; Packaging; Statistics; Stochastic processes; Telecommunication traffic; Traffic control; FBM; FGN; Network traffic; ON/OFF model; Self-simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
Type :
conf
DOI :
10.1109/ICMLC.2009.5212661
Filename :
5212661
Link To Document :
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