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An integration approach of hybrid databases based on SQL in cloud computing environment

机译:云计算环境下基于SQL的混合数据库集成方法

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摘要

As the applications with big data in cloud computing environment grow, many existing systems expect to expand their service to support the dramatic increase of data, and modern software development for services computing and cloud computing software systems is no longer based on a single database but on existing multidatabases and this convergence needs new software architecture design. This paper proposes an integration approach to support hybrid database architecture, including MySQL, MongoDB, and Redis, to make it possible of allowing users to query data simultaneously from both relational SQL systems and NoSQL systems in a single SQL query. Two mechanisms are provided for constructing Redis's indexes and semantic transforming between SQL and MongoDB API to add the SQL feature for these NoSQL databases. With the proposed approach, hybrid database systems can be performed in a flexible manner, ie, access can be either relational database or NoSQL, depending on the size of data. The approach can effectively reduce development complexity and improve development efficiency of the software systems with multidatabases. This is the result of further research on the related topic, which fills the gap ignored by relevant scholars in this field to make a little contribution to the further development of NoSQL technology.
机译:随着云计算环境中具有大数据的应用程序的增长,许多现有系统期望扩展其服务以支持数据的急剧增长,并且用于服务计算和云计算软件系统的现代软件开发不再基于单个数据库,而是基于现有的多数据库,这种融合需要新的软件体系结构设计。本文提出了一种支持混合数据库体系结构(包括MySQL,MongoDB和Redis)的集成方法,以使用户可以在单个SQL查询中同时从关系SQL系统和NoSQL系统中查询数据。提供了两种机制来构造Redis的索引以及在SQL和MongoDB API之间进行语义转换,从而为这些NoSQL数据库添加SQL功能。使用提出的方法,可以根据数据的大小灵活地执行混合数据库系统,即访问可以是关系数据库或NoSQL。该方法可以有效地降低开发复杂性并提高具有多数据库的软件系统的开发效率。这是对相关主题进行进一步研究的结果,填补了该领域相关学者所忽略的空白,为NoSQL技术的进一步发展做出了一点贡献。

著录项

  • 来源
    《Software》 |2019年第3期|401-422|共22页
  • 作者

    Li Changqing; Gu Jianhua;

  • 作者单位

    Northwestern Polytech Univ, Sch Comp Sci & Engn, Xian 710072, Shaanxi, Peoples R China;

    Northwestern Polytech Univ, Sch Comp Sci & Engn, Xian 710072, Shaanxi, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    big data; cloud computing; database services; hybrid databases; integration; NoSQL;

    机译:大数据;云计算;数据库服务;混合数据库;集成;NoSQL;

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