低内存的近最优分布式路由

Michael Elkin, Ofer Neiman
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引用次数: 11

摘要

分布式路由是分布式图算法中最核心、最基本的问题之一。它被广泛研究了近三十年。然而,目前这个问题的现有解决方案要么需要非常大的构造(也就是预处理)时间,要么在构造或路由阶段需要非常大的内存使用,并且受到次优标签和表大小的影响。我们设计了一种分布式路由方案,它享有最好的世界。具体来说,它在构建阶段的构建时间和内存需求是接近最优的,路由表和标签的大小与拉伸之间的权衡也是如此。在获得此结果的过程中,我们还改进了分布式精确\em树路由问题的现有解决方案。以前的解决方案需要Ω(√)内存,并提供大小分别为O(log n)和O(log^ 2n)的表和标签。另一方面,我们的解只需要O(log n)内存,并且有大小为O(1)的表和大小为O(log n)的标签。这些边界与最著名的集中式解的边界相匹配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Near-Optimal Distributed Routing with Low Memory
Distributed \em routing is one of the most central and fundamental problems in the area of Distributed Graph Algorithms. It was extensively studied for almost thirty years. Nevertheless, the currently existing solutions for this problem require either prohibitively large construction (aka preprocessing) time, or prohibitively large memory usage either during the construction or during the routing phase, and suffer from suboptimal labels and tables' sizes. We devise a distributed routing scheme that enjoys the best of all worlds. Specifically, its construction time and memory requirements during the construction phase are near-optimal, and so is also the tradeoff between the sizes of routing tables and labels on the one hand, and the stretch on the other. On the way to this result, we also improve upon existing solutions for the distributed exact \em tree routing problem. Previous solutions require Ω(√ ) memory, and provide tables and labels of size O(log n) and O(log^2 n), respectively. Our solution, on the other hand, requires just O(log n) memory, and has tables of size O(1), and labels of size O(log n). These bounds match the bounds of the best-known centralized solution.
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