DocumentCode :
1611945
Title :
Why the PFP Model Reproduces the Internet?
Author :
Zhou, Shi
Author_Institution :
Univ. Coll. London, Ipswich
fYear :
2008
Firstpage :
203
Lastpage :
207
Abstract :
The Internet topology at the autonomous systems (AS) level exhibits a complex structure. The positive-feedback preference (PFP) model was designed to capture two properties of the Internet, namely the degree distribution and the rich-club connectivity. It has been a pleasant surprise that the model also reproduces a large number of other properties of the Internet, including the degree correlation, the triangle coefficient, the shortest path length etc. Here we explain that the success of the PFP model is due to the inherent structural constraints present in the Internet topology. This work advances our understanding of the Internet structure. It also highlights the importance for a network model to choose carefully its target properties. For example, as we show, an Internet model based on the degree distribution only could produce network structures completely different from the real Internet.
Keywords :
Internet; statistical distributions; telecommunication network topology; Internet topology; PFP model; autonomous systems; degree correlation; degree distribution; positive-feedback preference; rich-club connectivity; shortest path length; triangle coefficient; Buildings; Communications Society; Educational institutions; Electronic mail; IP networks; Internet; Network topology; Peer to peer computing; Probability distribution; Telecommunication traffic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
Type :
conf
DOI :
10.1109/ICC.2008.45
Filename :
4533081
Link To Document :
بازگشت