Roger Guimera

Adjunct Professor

Chemical Engineering
Av. Paisos Catalans 26
TarragonaCatalonia E-43007Spain
Chemical & Biological Engineering
2145 Sheridan Road (Room E136)
EvanstonIL 60208US

Abstract

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.