关于分布式稳定匹配的一个注记

Alexander Kipnis, B. Patt-Shamir
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引用次数: 12

摘要

我们考虑稳定婚姻问题的分布复杂性。在这个问题中,通信图是无向的二部图,每个节点对其邻居进行排序。给定节点的匹配,如果一对节点更喜欢对方而不是分配给它们的匹配,则称为阻塞。如果匹配不产生任何阻塞对,则称为稳定匹配。在分布式模型中,节点在通信链路上每轮交换消息,直到找到稳定的匹配。我们表明,如果每个消息最多包含B位,那么在最坏的情况下,任何解决稳定婚姻问题的分布式算法都需要Omega(sqrt(n/(B log n))))轮通信,即使对于直径为Theta (log n)的图也是如此,其中n是图中的节点数。此外,即使我们允许输出包含O(sqrt(n))个阻塞对,下界仍然成立。我们还考虑了ε -稳定性,其中一对如果能够将匹配的质量提高超过ε分数,则称为ε -阻塞,对于某些0
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A Note on Distributed Stable Matching
We consider the distributed complexity of the stable marriage problem. In this problem, the communication graph is undirected and bipartite, and each node ranks its neighbors. Given a matching of the nodes, a pair of nodes is called blocking if they prefer each other to their assigned match. A matching is called stable if it does not induce any blocking pair. In the distributed model, nodes exchange messages in each round over the communication links, until they find a stable matching. We show that if messages may contain at most B bits each, then any distributed algorithm that solves the stable marriage problem requires Omega(sqrt(n/(B log n))) communication rounds in the worst case, even for graphs of diameter Theta (log n), where n is the number of nodes in the graph.  Furthermore, the lower bound holds even if we allow the output to contain O(sqrt(n)) blocking pairs. We also consider epsilon-stability, where a pair is called epsilon-blocking if they can improve the quality of their match by more than an epsilon fraction, for some 0
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