论文标题
Edwaas:可扩展的教育数据仓库作为服务
eDWaaS: A Scalable Educational Data Warehouse as a Service
论文作者
论文摘要
大学的管理层永远是在创新政策以提高服务质量的过程中。学生的智力增长,大学的受欢迎程度是管理层努力改善的一些主要领域。需要相关的历史数据来支持做出任何决定。此外,近年来,向各种大学排名框架提供数据是一项频繁的活动。这种要求的格式经常更改,需要有效的手动努力。维护数据仓库可以解决此问题。但是,专门的数据仓库的内部和外包实施都可能不是一种经济高效且明智的解决方案。这项工作建议一个教育数据仓库作为服务(EDWAAS)模型,以存储多个大学的历史数据。拟议的多租户模式促进了大学以具有成本效益的解决方案来维持其数据仓库。它还解决了将此类数据仓库作为服务模型的可伸缩性问题。
The university management is perpetually in the process of innovating policies to improve the quality of service. Intellectual growth of the students, the popularity of university are some of the major areas that management strives to improve upon. Relevant historical data is needed in support of taking any decision. Furthermore, providing data to various university ranking frameworks is a frequent activity in recent years. The format of such requirement changes frequently which requires efficient manual effort. Maintaining a data warehouse can be a solution to this problem. However, both in-house and outsourced implementation of a dedicated data warehouse may not be a cost-effective and smart solution. This work proposes an educational data warehouse as a service (eDWaaS) model to store historical data for multiple universities. The proposed multi-tenant schema facilitates the universities to maintain their data warehouse in a cost-effective solution. It also addresses the scalability issues in implementing such data warehouse as a service model.