基于回波算法的最小权值生成树分布式算法

Mohan L. Ahuja, Yahui Zhu
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引用次数: 22

摘要

提出了一种基于回波算法的分布式无向图最小权值生成树构造算法。在最坏的情况下,该算法最多需要(2m+2(n-1) log (n/2))条消息和(2d log n)时间,其中d为网络直径。在最好的情况下,它只需要200万条消息和2d时间。该算法分阶段工作,每个阶段由一个下波和一个上波组成。当每相中碎片的数量至少减少一半时,它最多需要O(log n)个相。平均而言,该算法只需要(m)条消息和O(d)个时间。该算法本身很简单,因此可以更容易地推导出基于该算法的其他分布式算法。
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A distributed algorithm for minimum weight spanning trees based on echo algorithms
A distributed algorithm based on echo algorithms is presented which constructs the minimum-weight spanning tree in a general undirected graph. In the worst case, the algorithm needs at most (2m+2(n-1) log (n/2)) messages and (2d log n) time, where d is the diameter of the network. In the best case, it needs only 2m messages and 2d time. The algorithm works in phases, and each phase consists of a down wave and an up wave. When the number of fragments is cut by at least one half in each phase, it needs at most O(log n) phases. On average, the algorithm needs only (m) messages and O(d) time. The algorithm itself is simple, so that other distributed algorithms based on it can be derived more easily.<>
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