Efficiency and reliability of epidemic data dissemination in complex networks
arXiv:cond-mat/0311212 · doi:10.1103/PhysRevE.69.055101
Abstract
We study the dynamics of epidemic spreading processes aimed at spontaneous dissemination of information updates in populations with complex connectivity patterns. The influence of the topological structure of the network in these processes is studied by analyzing the behavior of several global parameters such as reliability, efficiency and load. Large scale numerical simulations of update spreading processes show that while networks with homogeneous connectivity patterns permit a higher reliability, scale-free topologies allow for a better efficiency.
5 pages, 2 figures
References in corpus (7)
- Emergence of scaling in random networks
- Error and attack tolerance of complex networks
- Epidemic spreading in scale-free networks
- Network robustness and fragility: Percolation on random graphs
- Resilience of the Internet to random breakdowns
- Mean-field theory for scale-free random networks
- Critical behavior of propagation on small-world networks
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