Network information flow in navigable small-world networks

Small-world graphs, exhibiting high clustering coefficients and small average path length, have been shown to capture fundamental properties of a large number of natural and man-made networks. In the context of communication networks, navigable small-world topologies, i.e. those which admit efficien...

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Detalhes bibliográficos
Autor principal: Rui A. Costa (author)
Outros Autores: João Barros (author)
Formato: book
Idioma:eng
Publicado em: 2006
Assuntos:
Texto completo:https://hdl.handle.net/10216/7071
País:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/7071
Descrição
Resumo:Small-world graphs, exhibiting high clustering coefficients and small average path length, have been shown to capture fundamental properties of a large number of natural and man-made networks. In the context of communication networks, navigable small-world topologies, i.e. those which admit efficient distributed routing algorithms, are deemed particularly effective, for example in resource discovery tasks and peer-to-peer applications. Intrigued by the fundamental limits of communication in networks that exploit this type of topology, we study two classes of navigable small-world networks from the point of view of network information flow and provide inner and outer bounds for their max-flow min-cut capacity. Our contribution is in contrast with the standard approach to small world networks which privileges parameters pertaining to connectivity.