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Distributed Discovery of Large Near-Cliques

Authors
  • Brakerski, Zvika
  • Patt-Shamir, Boaz
Type
Preprint
Publication Date
May 26, 2009
Submission Date
May 26, 2009
Identifiers
arXiv ID: 0905.4147
Source
arXiv
License
Yellow
External links

Abstract

Given an undirected graph and $0\le\epsilon\le1$, a set of nodes is called $\epsilon$-near clique if all but an $\epsilon$ fraction of the pairs of nodes in the set have a link between them. In this paper we present a fast synchronous network algorithm that uses small messages and finds a near-clique. Specifically, we present a constant-time algorithm that finds, with constant probability of success, a linear size $\epsilon$-near clique if there exists an $\epsilon^3$-near clique of linear size in the graph. The algorithm uses messages of $O(\log n)$ bits. The failure probability can be reduced to $n^{-\Omega(1)}$ in $O(\log n)$ time, and the algorithm also works if the graph contains a clique of size $\Omega(n/\log^{\alpha}\log n)$ for some $\alpha \in (0,1)$.

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