节点文献
一种支持大数据集成架构的多维分析系统
A multi-dimensional analysis system for supporting big data integration architecture
【摘要】 面对新型数据管理和分析环境,结合高校信息化建设中业务统计分析要求,本文设计了基于数据仓库架构的多维分析系统,实现了人事主题数据仓库及多维分析模型,满足了灵活高效的教职工信息分析的需求;同时,设计了基于传统数据仓库、Hadoop和数据库集群之上的透明访问网关和支持大数据集成架构的BI分析系统,为未来高校信息化建设中的数据分析系统建设奠定了基础.
【Abstract】 Facing the new data management and analysis environment,combined with the analysis requirements of the business statistics in university information construction,this paper designs an analysis system based on multi-dimensional data warehouse architecture,realizes the personnel data warehouse and multidimensional analysis model,satisfies the needs of flexible and efficient staff information analysis requirements.At the same time,designs the BI system based on the traditional data warehouse、Hadoop and database cluster on the transparent access gateway to support big data integration architecture,lay the foundations for the future data analysis system in university information construction.
【Key words】 business intelligence; ETL; data warehouse; on-line analysis processing(OLAP);
- 【文献出处】 华东师范大学学报(自然科学版) ,Journal of East China Normal University(Natural Science) , 编辑部邮箱 ,2015年S1期
- 【分类号】TP311.13
- 【被引频次】4
- 【下载频次】353