Information super-diffusion on structured networks

Bosiljka Tadić and Stefan Thurner

Physica A: Statistical Mechanics and its Applications, 2004, vol. 332, issue C, 566-584

Abstract: We study diffusion of information packets on several classes of structured networks. Packets diffuse from a randomly chosen node to a specified destination in the network. As local transport rules we consider random diffusion and an improved local search method. Numerical simulations are performed in the regime of stationary workloads away from the jamming transition. We find that graph topology determines the properties of diffusion in a universal way, which is reflected by power laws in the transit time and velocity distributions of packets. With the use of multifractal scaling analysis and arguments of non-extensive statistics we find evidence that these power-laws are compatible with super-diffusive traffic on large networks. We are able to quantify the role of network topology on overall transport efficiency. Further, we demonstrate the implications of improved transport rules and discuss the importance of matching (global) topology with (local) transport rules for the optimal function of networks. The presented model should be applicable to a wide range of phenomena ranging from Internet traffic to protein transport along the cytoskeleton in biological cells.

Keywords: Structured networks, Information packets, Super-Diffusion (search for similar items in EconPapers)
Date: 2004
References: View complete reference list from CitEc
Citations: View citations in EconPapers (3)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:332:y:2004:i:c:p:566-584

DOI: 10.1016/j.physa.2003.10.007

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