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Reconciling Graphs and Sets of Sets

18 July 2017
Michael Mitzenmacher
Tom Morgan
ArXiv (abs)PDFHTML
Abstract

We explore a generalization of set reconciliation, where the goal is to reconcile sets of sets. Alice and Bob each have a parent set consisting of sss child sets, each containing at most hhh elements from a universe of size uuu. They want to reconcile their sets of sets in a scenario where the total number of differences between all of their child sets (under the minimum difference matching between their child sets) is ddd. We give several algorithms for this problem, and discuss applications to reconciliation problems on graphs, databases, and collections of documents. We specifically focus on graph reconciliation, providing protocols based on set of sets reconciliation for random graphs from G(n,p)G(n,p)G(n,p) and for forests of rooted trees.

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