Large-scale topological and dynamical properties of Internet

Details Large-scale topological and dynamical properties of Internet Large-scale topological and dynamical properties of Internet

2001-12-20

arxiv.org/abs/cond-mat/0112400v1

Phys. Rev. E 65, 066130 (2002)

Physics

Condensed Matter

Statistical Mechanics

13 pages, 15 eps figures

Scientific paper

10.1103/PhysRevE.65.066130

We study the large-scale topological and dynamical properties of real Internet maps at the autonomous system level, collected in a three years time interval. We find that the connectivity structure of the Internet presents average quantities and statistical distributions settled in a well-defined stationary state. The large-scale properties are characterized by a scale-free topology consistent with previous observations. Correlation functions and clustering coefficients exhibit a remarkable structure due to the underlying hierarchical organization of the Internet. The study of the Internet time evolution shows a growth dynamics with aging features typical of recently proposed growing network models. We compare the properties of growing network models with the present real Internet data analysis.

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