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
Link To Document :
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