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arXiv 1702.04525cs.ITmath.IT
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GDSP:分布式存储系统的图形透视

GDSP: A Graphical Perspective on the Distributed Storage Systems

Saeid Sahraei, Michael Gastpar

摘要:

经典的分布式存储问题可以用一个k-一致{ \it complete}超图来建模,其中顶点表示服务器,超边表示用户.因此,每个超边缘应该能够恢复完整的文件只使用与之相关的顶点的记忆。本文认为这个问题的推广{ \it任意}超图和多个文件的情况下,每个用户只感兴趣的一个,我们将称为图形分布式存储问题(GDSP)的问题。具体而言,我们取得的进展,在分析的最小存储代码的两个主要的子问题的GDSP扩展的经典模型在两个独立的方向:的情况下,任意图与多个文件,和一个任意的超图与一个文件。

英文摘要:

The classical distributed storage problem can be modeled by a k-uniform {\it complete} hyper-graph where vertices represent servers and hyper-edges represent users. Hence each hyper-edge should be able to recover the full file using only the memories of the vertices associated with it. This paper considers the generalization of this problem to {\it arbitrary} hyper-graphs and to the case of multiple files, where each user is only interested in one, a problem we will refer to as the graphical distributed storage problem (GDSP). Specifically, we make progress in the analysis of minimum-storage codes for two main subproblems of the GDSP which extend the classical model in two independent directions: the case of an arbitrary graph with multiple files, and the case of an arbitrary hyper-graph with a single file.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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