Dynamical and Correlation Properties of the Internet

Динамические и корреляционные свойства Интернета
Romualdo Pastor‐Satorras, Alexei Vázquez, Alessandro Vespignani
2001-11-01

Internet topologyhigher-order correlationsnetwork agingnode hierarchyscale-free networks
The description of the Internet topology is an important open problem, recently tackled with the introduction of scale-free networks. We focus on the topological and dynamical properties of real Internet maps in a three-year time interval. We study higher order correlation functions as well as the dynamics of several quantities. We find that the Internet is characterized by non-trivial correlations among nodes and different dynamical regimes. We point out the importance of node hierarchy and aging in the Internet structure and growth. Our results provide hints towards the realistic modeling of the Internet evolution.
1
Higher-order correlation analysis reveals non-trivial correlations among Internet nodes, beyond basic scale-free topology.
2
Node hierarchy and aging are identified as important factors shaping Internet structure and growth.
3
The Internet exhibits multiple dynamical regimes in the evolution of its network quantities.
4
The findings provide guidance for constructing more realistic models of Internet evolution.
5
The study analyzes the Internet’s topological and dynamical properties using real Internet maps collected over a three-year interval.

real Internet topology and its evolution over a three-year interval

higher-order correlations, dynamical regimes, node hierarchy, and aging in Internet structure and growth

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2001-11-01
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Authors
Romualdo Pastor‐Satorras
Alexei Vázquez
Alessandro Vespignani
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