دورية أكاديمية
A Model Driven Framework for Collaborative and Dynamic Design and Implementation of NoSQL-Oriented Data warehouses
| العنوان: | A Model Driven Framework for Collaborative and Dynamic Design and Implementation of NoSQL-Oriented Data warehouses |
|---|---|
| المؤلفون: | Khadija Letrache, Mohammed Ramdani |
| المصدر: | Jordanian Journal of Computers and Information Technology, Vol 10, Iss 2, Pp 214-230 (2024) |
| بيانات النشر: | Scientific Research Support Fund of Jordan (SRSF) and Princess Sumaya University for Technology (PSUT), 2024. |
| سنة النشر: | 2024 |
| المجموعة: | LCC:Information technology LCC:Electronic computers. Computer science |
| مصطلحات موضوعية: | data warehouse, model driven architecture, metamodel, dynamic transformation rule, nosql, document, key-value, column-family, graph, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95 |
| الوصف: | Nowadays, modernizing the data warehouse ecosystem is a key challenge in decision support systems. This modernization is crucial for ensuring scalability and meeting evolving business requirements, especially with the advent of big data. A promising solution involves implementing data warehouses with contemporary data stores, such as NoSQL. In this context, we introduce in this paper a framework that leverages Model-Driven Architecture (MDA) to design and implement modern data warehouses across NoSQL data stores. Our MDA approach aims to offer a collaborative, dynamic, and reusable process for developing NoSQL-oriented data warehouses tailored to specific project requirements. It facilitates the automatic and dynamic generation of a hybrid data warehouse model from its conceptual model, which encompasses structural, domain, and access parameters. Moreover, our framework includes the generation of implementation code for the data warehouse, along with a set of files to validate, document, and illustrate the data warehouse schema on a target platform. Finally, we present a detailed case study to highlight the effectiveness of our MDA framework. [JJCIT 2024; 10(2.000): 214-230] |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2413-9351 2415-1076 |
| العلاقة: | https://www.jjcit.org/?mno=189351Test; https://doaj.org/toc/2413-9351Test; https://doaj.org/toc/2415-1076Test |
| DOI: | 10.5455/jjcit.71-1706964717 |
| الوصول الحر: | https://doaj.org/article/59645769ecfb49ff9cc35997f8043071Test |
| رقم الانضمام: | edsdoj.59645769ecfb49ff9cc35997f8043071 |
| قاعدة البيانات: | Directory of Open Access Journals |
| تدمد: | 24139351 24151076 |
|---|---|
| DOI: | 10.5455/jjcit.71-1706964717 |