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A Novel Incremental Maintenance Algorithm of SkyCube

机译:一种新的SkyCube增量维护算法

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摘要

Skyline query processing has recently received a lot of attention in database community. And reference considers the problem of efficiently computing a SkyCube, Which consists of skylines of all possible non-empty subsets of a given set of dimensions. However, the SkyCube is can not use further as original data set is changed. In this paper, we propose a novel incremental maintenance algorithm of SkyCube, called IMASCIR. IMASCIR splits the maintenance work into two phases: identify and refresh. All the materialized SkyCube views share two tables which stores the net change to the view due to the change to the original data set. In the phase of identify, we identify and store the source changes into these shared tables. Then in the phase of refresh, each materialized view is refreshed individually by applying these two shared tables. Furthermore, our experiment demonstrated that IMASCIR is both efficient and effective.
机译:最近,Skyline查询处理在数据库社区中引起了很多关注。并且参考文献考虑了有效计算SkyCube的问题,该SkyCube由给定维数集的所有可能的非空子集的天际线组成。但是,由于原始数据集已更改,因此不能进一步使用SkyCube。在本文中,我们提出了一种新的SkyCube增量维护算法,称为IMASCIR。 IMASCIR将维护工作分为两个阶段:识别和刷新。所有实例化的SkyCube视图共享两个表,这些表存储由于原始数据集的更改而导致的视图净变化。在确定阶段,我们确定源更改并将其存储到这些共享表中。然后在刷新阶段,通过应用这两个共享表分别刷新每个实例化视图。此外,我们的实验表明IMASCIR既有效又有效。

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