在关系dbms中使用PIVOT操作和差异文件对水平视图进行增量维护

Sung-Hyun Shin, Jinho Kim, Yang-Sae Moon, Sang-Wook Kim
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引用次数: 0

摘要

为了方便有效地分析多维数据,OLAP(在线分析处理)系统广泛使用水平形式的视图来表示多维上的测量值,而传统的rdbms通常管理垂直形式的表。在本文中,我们提出了一种增量式维护这些水平视图的方法,可以根据基源表的变化有效地更新它们。我们首先提出一个整体框架,处理从具有垂直形式的源表转换而来的水平视图上的查询。为了有效地执行这个视图维护过程,我们将源表的每个更改保存到差异文件中,然后使用差异文件修改水平视图。由于差分文件具有垂直形式,因此它们的元组被转换为与水平视图相同的水平形式,然后应用于这些视图的维护。实验结果表明,该方法比现有方法更有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Incremental maintenance of horizontal view using PIVOT operation and differential files in relational DBMSs
To analyze multidimensional data conveniently and efficiently, OLAP(online analytical processing) systems are widely using views with horizontal form to represent measurement values over multiple dimensions, while conventional RDBMSs usually manage tables with vertical form. In this paper, we propose an incremental maintenance of these horizontal views which updates efficiently them according to the changes of base source tables. We first propose an overall framework processing queries over horizontal views transformed from source tables with vertical form. In order to execute this view maintenance process efficiently, we keep every changes of source tables into differential files then we modify the horizontal views with the differential files. Because differential files have vertical forms, their tuples are converted to horizontal forms which are identical to horizontal views then they are applied to the maintenance of these views. Experimental results show that the proposed method is more effective than existing methods.
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