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来源类型 | Book Section |
DOI | 10.1007/978-3-319-00293-4_24 |
Cloud-based data warehousing application framework for modeling global and regional data management systems. | |
Nguyen B; Nguyen, NT; Do, T Van; Thi, HA Le | |
发表日期 | 2013 |
出处 | Advanced Computational Methods for Knowledge Engineering. Eds. Nguyen, NT , Do, T Van & Thi, HA Le , Switzerland pp.319-327: Springer International Publishing. DOI: 10.1007/978-3-319-00293-4_24 . |
出版年 | 2013 |
语种 | 英语 |
摘要 | In this paper, a Cloud-based Data Warehousing Application (CDWA) Framework is proposed to handle multi levels in structures of data management systems, i.e. global data warehouse and its data marts on the clouds. First, a Cloud-based Multidimensional Model, i.e. dimensions and theirs related concepts, variables or facts, data cubes, is specified in a very formal manner. Afterwards, to fulfill global and regional specific requirements of data management systems, the Cloud-based Data Warehousing Application Framework and its classes of services are modeled by using UML (Unified Modeling Language) to design a centralized global data warehouse and its local regional data marts. In this context, an implementation example is presented in order to proof of our conceptual framework. |
主题 | Mitigation of Air Pollution (MAG) ; Air Quality & ; Greenhouse Gases (AIR) |
关键词 | Data Warehousing (DHW) OLAP CDWA Framework Multidimensional Data Model UML ETL |
URL | http://pure.iiasa.ac.at/id/eprint/10579/ |
来源智库 | International Institute for Applied Systems Analysis (Austria) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/134271 |
推荐引用方式 GB/T 7714 | Nguyen B,Nguyen, NT,Do, T Van,et al. Cloud-based data warehousing application framework for modeling global and regional data management systems.. 2013. |
条目包含的文件 | 条目无相关文件。 |
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