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Attack Resistance of Power-Law Random Graphs in the Finite-Mean, Infinite-Variance Region

Authors :
Hannu Reittu
Ilkka Norros
Source :
Internet Math. 5, no. 3 (2008), 251-266
Publication Year :
2008
Publisher :
Internet Mathematics, 2008.

Abstract

We consider a conditionally Poisson random-graph model in which the mean degrees, ``capacities,'' follow a power-tail distribution with finite mean and infinite variance. Such a graph of size $N$ has a giant component that is supersmall in the sense that the typical distance between vertices is of order $\log\log N$. The shortest paths travel through a core consisting of nodes with high mean degrees. In this paper we derive upper bounds for the distance between two random vertices when an upper part of the core is removed, including the case that the whole core is removed.

Details

ISSN :
19449488 and 15427951
Volume :
5
Database :
OpenAIRE
Journal :
Internet Mathematics
Accession number :
edsair.doi.dedup.....9f1d2c3408c1afa4970a7d8f9ae40ccb
Full Text :
https://doi.org/10.1080/15427951.2008.10129162