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UMLtoGraphDB: Mapping Conceptual Schemas to Graph Databases

机译:UMLtoGraphDB:将概念架构映射到图形数据库

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The need to store and manipulate large volume of (unstructured) data has led to the development of several NoSQL databases for better scalability. Graph databases are a particular kind of NoSQL databases that have proven their efficiency to store and query highly interconnected data, and have become a promising solution for multiple applications. While the mapping of conceptual schemas to relational databases is a well-studied field of research, there are only few solutions that target conceptual modeling for NoSQL databases and even less focusing on graph databases. This is specially true when dealing with the mapping of business rules and constraints in the conceptual schema. In this article we describe a mapping from UML/OCL conceptual schemas to Blueprints, an abstraction layer on top of a variety of graph databases, and Gremlin, a graph traversal language, via an intermediate Graph metamodel. Tool support is fully available.
机译:存储和处理大量(非结构化)数据的需求导致开发了多个NoSQL数据库以实现更好的可伸缩性。图形数据库是NoSQL数据库的一种特殊类型,已证明其存储和查询高度互连的数据的效率,并且已成为多种应用程序的有前途的解决方案。虽然将概念图式映射到关系数据库是一个经过充分研究的领域,但针对NoSQL数据库的概念建模的解决方案很少,而针对图数据库的解决方案则更少。在概念模式中处理业务规则和约束的映射时尤其如此。在本文中,我们将通过中间的Graph元模型描述从UML / OCL概念架构到Blueprints(各种图形数据库之上的抽象层)以及Gremlin(图形遍历语言)的映射。工具支持完全可用。

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