Reconciling Graphs and Sets of Sets

July 18, 2017 ยท Declared Dead ยท ๐Ÿ› ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems

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Authors Michael Mitzenmacher, Tom Morgan arXiv ID 1707.05867 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DC Citations 9 Venue ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems Last Checked 3 months ago
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 $s$ child sets, each containing at most $h$ elements from a universe of size $u$. 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 $d$. 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 $G(n,p)$ and for forests of rooted trees.
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