Using complex network theory in the Internet engineering
Yong Sun, Wen Xiangming, Zhao Zhenmin, Yuan Li
Abstract
Yong Sun, Wen Xiangming, Zhao Zhenmin, Yuan Li
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.
OpenAlex reports 10 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
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.
Key concepts: Network simulation, Computer science, Hierarchical network model, Complex network, Network formation, The Internet, Network traffic simulation, Network topology