什么可以在本地计算?

M. Naor, L. Stockmeyer
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引用次数: 147

摘要

本文的目的是研究可以在分布式网络中本地完成的计算,其中“本地”意味着在时间(或距离)内独立于网络的大小。考虑局部可检查标签(LCL)问题,其中标签的合法性可以在局部检查(例如,着色)。结果包括:存在具有局部算法的非平凡LCL问题。用餐哲学家问题还有一种变体,可以在当地解决。随机化不能使LCL问题局部化;也就是说,如果一个问题有一个局部随机算法,那么它有一个局部确定性算法。一般来说,给定的LCL是否具有局部算法是不可确定的。然而,给定的LCL是否具有在给定时间内运行的算法是可以确定的。任何具有局部算法的LCL问题都有一个顺序不变的算法(算法仅依赖于处理器id的顺序)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
What can be computed locally?
The purpose of this paper is a study of computation that can be done locally in a distributed network, where "locally" means within time (or distance) independent of the size of the network. Locally checkable labeling (LCL) problems are considered, where the legality of a labeling can be checked locally (e.g., coloring). The results include the following: There are nontrivial LCL problems that have local algorithms. There is a variant of the dining philosophers problem that can be solved locally. Randomization cannot make an LCL problem local; i.e., if a problem has a local randomized algorithm then it has a local deterministic algorithm. It is undecidable, in general, whether a given LCL has a local algorithm. However, it is decidable whether a given LCL has an algorithm that operates in a given time $t$. Any LCL problem that has a local algorithm has one that is order-invariant (the algorithm depends only on the order of the processor IDs).
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