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
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