NoSQL Database Modeling and Management: A Systematic Literature Review

Raul Aguilar Vera, Andrés Naal Jácome, Julio Díaz Mendoza, Omar Gómez Gómez
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Abstract

The NoSQL databases that emerged this century were created to solve the limitations of relational database systems due to the different types of data that have appeared for information processing. In this paper, we present the results of a secondary study carried out to find and synthesize the research made up to now on modeling processes, characteristics of the used types of data, and management tools for NoSQL Databases. Currently, four types are recognized and classified according to the data model they use: key-value, document-oriented, column-based, and graph-based. With this study, it was possible to identify that the most frequently type of NoSQL database model is that of documents because it offers greater flexibility and versatility compared to the other three models. Although it offers more complex search methods, in terms of data, column and document schemas are the ones that usually describe their characteristics. It was also possible to observe a trend in the use of the column-oriented model and the document-oriented model in the management tools, and, although they all comply with the basic functionalities, the differences lie in the way in which the information is stored and the way they can be accessed.
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NoSQL 数据库建模与管理:系统性文献综述
本世纪出现的 NoSQL 数据库是为了解决关系型数据库系统因信息处理中出现的不同数据类型而受到的限制。在本文中,我们介绍了一项二次研究的结果,该研究旨在发现和综合迄今为止关于 NoSQL 数据库的建模过程、所用数据类型的特征和管理工具的研究。目前,根据所使用的数据模型,可以识别和划分出四种类型:键值型、面向文档型、基于列型和基于图型。通过这项研究,可以确定最常见的 NoSQL 数据库模型类型是文档型,因为与其他三种模型相比,它具有更大的灵活性和通用性。虽然它提供了更复杂的搜索方法,但就数据而言,列和文档模式通常是描述其特征的模式。此外,还可以观察到在管理工具中使用面向列模式和面向文档模式的趋势,虽然它们都符合基本功能,但区别在于信息的存储方式和访问方式。
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