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Phys. Rev. Lett. 86, 3196–3199 (2001)

Communication in Networks with Hierarchical Branching

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A. Arenas1, A. Díaz-Guilera2, and R. Guimerà3
1Departament d'Enginyeria Informàtica, Universitat Rovira i Virgili, Carretera Salou s/n, 43006 Tarragona, Spain
2Departament de Física Fonamental, Universitat de Barcelona, Diagonal 647, 08028 Barcelona, Spain
3Departament d'Enginyeria Química, Universitat Rovira i Virgili, Carretera Salou s/n, 43006 Tarragona, Spain

Received 5 June 2000; published in the issue dated 2 April 2001

We present a simple model of communication in networks with hierarchical branching. We analyze the behavior of the model from the viewpoint of critical systems under different situations. For certain values of the parameters, a continuous phase transition between a sparse and a congested regime is observed and accurately described by an order parameter and the power spectra. At the critical point the behavior of the model is totally independent of the number of hierarchical levels. Also scaling properties are observed when the size of the system varies. The presence of noise in the communication is shown to break the transition. The analytical results are a useful guide to forecasting the main features of real networks.

© 2001 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevLett.86.3196
DOI:
10.1103/PhysRevLett.86.3196
PACS:
89.20.Ff, 05.70.Jk, 64.60.-i