MySQL和HBase数据库的sql到nosql模式自动转换

Chao-Hsien Lee, Yu-Lin Zheng
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引用次数: 40

摘要

海量数据的爆发式增长,让云计算在近年来越来越受欢迎。传统的基于web的内容管理系统(CMS),例如phpBB、WordPress和Joomla,使用关系数据库存储数据,其主要优点是表之间的强关系。而在并行处理的灵活性和可行性方面,云计算采用NoSQL数据库,可以支持水平扩展来处理大数据。因此,如何将现有的SQL数据转换为NoSQL数据库成为一个新兴的和必要的问题。本文提出了一种基于MySQL和HBase数据库的sql到nosql模式自动转换机制。根据我们的实验结果,提出的机制能够提高约47%的访问性能。
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Automatic SQL-to-NoSQL schema transformation over the MySQL and HBase databases
The explosive growth of huge data lets cloud computing be more and more popular in recent years. Traditional web-based content management systems (CMS), e.g., phpBB, WordPress, and Joomla, store data using relational databases whose key advantage is the strong relationships among tables. However, regarding the flexibility and the feasibility of parallel processing, cloud computing adopts NoSQL databases that can support horizontal scaling to handle big data. Therefore, how to transform the existing SQL data into the NoSQL database becomes an emerging and necessary issue. This paper is motivated to propose an automatic SQL-to-NoSQL schema transformation mechanism over the MySQL and HBase databases. Based on our experimental results, the proposed mechanism is able to improve about 47% access performance.
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