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What and Who

Randomized Rumor Spreading in Poorly Connected Real-World Networks

Ali Pourmiri
Max-Planck-Institut für Informatik - D1
AG1 Mittagsseminar (own work)
AG 1, AG 2, AG 3, AG 4, AG 5, RG1, SWS, MMCI  
AG Audience
English

Date, Time and Location

Tuesday, 10 June 2014
13:00
30 Minutes
E1 4
023
Saarbrücken

Abstract

The standard {\sf Push-Pull} protocol, introduced by Demers et al. is a well-studied rumor spreading protocol on networks. Initially a single node is aware of a pieces of information 'known as rumor' then the protocol proceeds in rounds, in each round, every informed node calls a random neighbor and pushes the the rumor to the neighbor and every {uninformed} node calls a random neighbor and pulls the rumor from the neighbor if it possibly knows the rumor. We analyze the behavior of this protocol on random $k$-trees, a class of power law graphs which are small-world and have large clustering coefficients

and polynomially bad expansion profile. We show that, with high probability {\sf Push-Pull} propagates the rumor in O(log^2 n) rounds to almost all modes. Also we prove that with probability $1-o(1)$ the protocol needs at least n^{\Omega(1)} rounds to inform all nodes. This exponential dichotomy between time required for informing \emph{almost all} and \emph{all} nodes is striking.

Contact

Ali Pourmiri
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Ali Pourmiri, 06/10/2014 09:12
Ali Pourmiri, 06/04/2014 10:32
Ali Pourmiri, 06/04/2014 10:31 -- Created document.