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OLAP APPLICATION DEVELOPMENT FOR MULTIPLE VERSIONS QUERY IN MULTIDIMENSIONAL DATABASE SYSTEMS

机译:多维数据库系统中多版本查询的OLAP应用程序开发

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摘要

OLAP is an analytical tool necessary for strategic decision support. The analytical query is typically made over a multidimensional database (MDB) or a data warehouse (DW). Thus, the query result reflects the analytical views of structure and content of the underlying database. If there are changes in MDB or DW, the query result will represent the information according to the current database schema and instances. However, the historical data may be needed for an advance decision support analysis such as multi-period of data analysis, trend prediction, and what-if analysis. In this paper, we propose temporal version mapping concept and SQL query rewriting technique that is capable of supporting the OLAP query analysis in multidimensional database systems modeled on multiversion schema. Finally, we present our implementation system prototype as a supporting tool for the analytical queries made on several versions of multidimensional database.
机译:OLAP是战略决策支持所必需的分析工具。通常通过多维数据库(MDB)或数据仓库(DW)进行分析查询。因此,查询结果反映了基础数据库的结构和内容的分析视图。如果MDB或DW中存在更改,则查询结果将表示根据当前数据库模式和实例的信息。然而,可能需要进行历史数据,以进行预先决策支持分析,例如数据分析,趋势预测以及IF-IF-IF分析。在本文中,我们提出了时间版本映射概念和SQL查询重写技术,其能够在多层架构上建模的多维数据库系统中支持OLAP查询分析。最后,我们将我们的实现系统原型作为在多维数据库的多个版本上进行的分析查询的支持工具。

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