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Converting Relational Database to Document-Oriented NoSQL Cloud Database

机译:将关系数据库转换为导向文档的NoSQL云数据库

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In the Internet of Things (IoT) area, the increase of data leads to the "Big data'' problem. The traditional relational database (RDB) is not being able to deal with processing big data. In contrast, the Not only SQL (NoSQL) database was created to deal with big data problems. Therefore, most organizations need to convert their data stored in RDB systems into NoSQL using flexible models and processes. Most research into the conversion of RDBs into newer database systems has concentrated on schemata transformation, RDB data publishing, whereas other little work focuses on data migration. This paper proposes an automatic approach to convert a database implemented in MySQL database management system into an equivalent database for the target MongoDB system, which is a leading NoSQL database system. This method can handle a large amount of existing data in RDBs without any loss or changes in data semantics and data instances. The solution takes an existing RDB as input, extracts its schema, and then analyzes the schema in an array to be converted with data instances according to the NoSQL target database structure. A system of the proposed approach has been designed. An experimental study was performed to evaluate the proposed approach. The experimental results show that the target database generated by the prototype and the target database generated by other methods were comparable and equivalent.
机译:在物联网(物联网)区域,数据的增加导致“大数据”问题。传统的关系数据库(RDB)无法处理处理大数据。相比之下,不仅是SQL(创建了NoSQL)数据库以处理大数据问题。因此,大多数组织需要使用灵活的模型和流程将其存储在RDB系统中的数据转换为NoSQL。大多数研究RDB转换为较新数据库系统的研究集中在艺术模式上,集中在艺术模式上, RDB数据发布,而其他一些小型工作侧重于数据迁移。本文提出了一种自动方法,将在MySQL数据库管理系统中实现的数据库转换为目标MongoDB系统的等效数据库,这是一个领先的NoSQL数据库系统。此方法可以在RDB中处理大量现有数据,而无需任何丢失或更改数据语义和数据实例。解决方案将现有的RDB作为输入提取,提取其架构然后,然后根据NoSQL目标数据库结构分析阵列中的阵列中的架构。设计了拟议方法的系统。进行实验研究评估所提出的方法。实验结果表明,由原型生成的目标数据库和其他方法产生的目标数据库是可比的和等同的。

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