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NoSQL Implementation of a Conceptual Data Model : UML Class Diagram to a Document Oriented Model

机译:NoSQL概念数据模型的实现:面向文档模型的UML类图

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The relational databases have shown their limits to the exponential increase in the volume of manipulatedand processed data. New NoSQL solutions have been developed to manage big data. These approaches arean interesting way to build no-relational databases that can support large amounts of data. In this work,we use conceptual data modeling (CDM), based on UML class diagrams, to create a logical structure of aNoSQL database, taking account the relationships and constraints that determine how data can be storedand accessible. The NoSQL logical data model obtained is based on the Document-Oriented Model(DOM). to eliminate joins, a total and structured nesting is done on the collections of the documentorienteddatabase.Rules of passage from the CDM to the Logical Oriented-Document Model (LODM) are also proposed inthis paper to transform the different types of associations between class. An application example of thisNoSQL BDD design method is realised to the case of an organization working in the e-commerce businesssector.
机译:关系数据库已经显示出其对处理和处理的数据量呈指数增长的限制。已开发出新的NoSQL解决方案来管理大数据。这些方法是构建可以支持大量数据的无关系数据库的一种有趣方法。在这项工作中,我们使用基于UML类图的概念数据建模(CDM),创建NoSQL数据库的逻辑结构,同时考虑了确定如何存储和访问数据的关系和约束。获得的NoSQL逻辑数据模型基于面向文档的模型(DOM)。为了消除联接,在面向文档的数据库集合上进行了整体的结构化嵌套。本文还提出了从CDM到逻辑面向文档模型(LODM)的传递规则,以转换类之间的不同类型的关联。该NoSQL BDD设计方法的应用示例是针对在电子商务业务部门工作的组织的情况而实现的。

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