DocumentCode
568098
Title
Using complex network theory in the Internet engineering
Author
Yong, Sun ; Xiangming, Wen ; Zhenmin, Zhao ; Yuan, Li
Author_Institution
Beijing Key Lab. of Network Syst. Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2012
fDate
14-17 July 2012
Firstpage
390
Lastpage
394
Abstract
In the next generation network engineering research, network simulation and modelling is very important. The ongoing GNEI, FP7 plan and so on, needs to experiment and simulate the future network. Premise is that the model of network is correct. If the topology model of network is not consistent with the actual network, the conclusion is not correct. Internet network has some characteristics as Hierarchy, Power law distribution, Rich-club property, Disassortative, Self-similarity, Robust yet fragile and others. The complex network theory is a mathematical method to reveal the network scale features. Through the method to establish the network topology will have more match framework with the actual network. This paper analyzed the Waxman model and the BA model based on the distribution of power law. Simulation result shows that the scale-free network has more realistic characteristics of the Internet.
Keywords
Internet; complex networks; telecommunication network topology; Internet engineering; complex network theory; disassortative property; mathematical method; network scale features; network simulation; next generation network engineering research; power law distribution; rich club property; scale-free network; self-similarity; topology model; Analytical models; Barium; Complex networks; Internet; Joining processes; Topology; Internet topology model; complex network theory; power-law; scale-free;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science & Education (ICCSE), 2012 7th International Conference on
Conference_Location
Melbourne, VIC
Print_ISBN
978-1-4673-0241-8
Type
conf
DOI
10.1109/ICCSE.2012.6295099
Filename
6295099
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