A-Tree:云计算环境下多维数据的分布式索引

A. Papadopoulos, Dimitrios Katsaros
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引用次数: 31

摘要

由于云存储设施的广泛应用,对云计算系统中存储的大量多维数据进行高效查询已成为一种必要。随着云越来越大,可用数据越来越大,必须开发快速、可扩展和高效的索引方案。在本文中,我们提出了a -tree,这是一种适合云计算环境的多维数据分布式索引方案,能够处理点和范围查询。A-tree与最先进的竞争对手的性能评估证明了它的优越性,实现了显著更低的延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A-Tree: Distributed Indexing of Multidimensional Data for Cloud Computing Environments
Efficient querying of huge volumes of multidimensional data stored in cloud computing systems has become a necessity, due to the widespread of cloud storage facilities. With clouds getting larger and available data growing larger and larger it is mandatory to develop fast, scalable and efficient indexing schemes. In this paper, we propose the A-tree, a distributed indexing scheme for multidimensional data capable of handling both point and range queries, appropriate for cloud computing environments. A performance evaluation of the A-tree against the state-of-the-art competitor attests its superiority, achieving significantly lower latencies.
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