Research Article
Characteristics of the Dynamic of Mobile Networks
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@INPROCEEDINGS{10.1007/978-3-642-12808-0_13, author={Pierre Borgnat and \^{E}ric Fleury and Jean-Loup Guillaume and C\^{e}line Robardet}, title={Characteristics of the Dynamic of Mobile Networks }, proceedings={Bioinspired Models of Network, Information, and Computing Systems. 4th International Conference, BIONETICS 2009, Avignon, France, December 9-11, 2009, Revised Selected Papers}, proceedings_a={BIONETICS}, year={2012}, month={5}, keywords={Dynamic Networks Network Models Complex Systems Random Graphs Statistical Analysis Stochastic Process Data Mining}, doi={10.1007/978-3-642-12808-0_13} }- Pierre Borgnat
Éric Fleury
Jean-Loup Guillaume
Céline Robardet
Year: 2012
Characteristics of the Dynamic of Mobile Networks
BIONETICS
Springer
DOI: 10.1007/978-3-642-12808-0_13
Abstract
We propose in this paper a novel framework for the study of dynamic mobility networks. We address the characterization of dynamics by proposing an in-depth description and analysis of two real-world data sets. We show in particular that links creation and deletion processes are independent of other graph properties and that such networks exhibit a large number of possible configurations, from sparse to dense. From those observations, we propose simple yet very accurate models that allow to generate random mobility graphs with similar temporal behavior as the one observed in experimental data.
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