将关系数据库转换为HBase:一个案例研究

Chongxin Li
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引用次数: 89

摘要

随着分布式系统和云计算的发展,越来越多的应用程序可能会迁移到云上,以利用其计算能力和可扩展性,其中首要任务是数据迁移。在本文中,我们提出了一种将关系数据库转换为HBase的新方法,HBase是一种类似于BigTable的开源分布式数据库。我们的方法由两个阶段组成。第一阶段,基于HBase的数据模型,将关系模式转换为HBase模式。我们在这个阶段提出了三个指导原则,它们可以进一步用于开发HBase应用程序。在第二阶段,将两个图式之间的关系表示为一组嵌套的模式映射,这些模式映射将用于创建一组查询或程序,这些查询或程序将源关系数据自动转换为目标表示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transforming relational database into HBase: A case study
With the development of distributed system and cloud computing, more and more applications might be migrated to the cloud to exploit its computing power and scalability, where the first task is data migration. In this paper, we propose a novel approach that transforms a relational database into HBase, which is an open-source distributed database similar to BigTable. Our method is comprised of two phases. In the first phase, relational schema is transformed into HBase schema based on the data model of HBase. We present three guidelines in this phase, which could be further utilized to develop an HBase application. In the second phase, relationships between two schémas are expressed as a set of nested schema mappings, which would be employed to create a set of queries or programs that transform the source relational data into the target representation automatically.
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