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Enhancing Existing Incremental View Maintenance Algorithms Using the Multi-Relation Encapsulation Wrapper

机译:使用多关系封装包装增强现有的增量视图维护算法

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摘要

Data warehouses (DW) are built by gathering information from several information sources (ISs) and integrating and materializing it into one repository customized to usersu27s needs. Some of the most recently proposed algorithms for the incremental maintenance of such materialized DWs, such as SWEEP and PSWEEP, offer several significant advantages over previous solutions, such as high-performance, no potential for infinite waits and reduced remote queries and thus reduced network and IS loads. However, similar to many other algorithms, they still have the restricting assumption that each IS can be composed of just one single relation. This is unrealistic in practice. In this paper, we hence propose a solution to overcome this restriction. The Multi-Relation Encapsulation (MRE) Wrapper supports multiple relations in information sources in a manner transparent to the rest of the environment. The Multi-Relation Encapsulation Wrapper treats one IS composed of multiple relations as if it were a single relation from the DW point of view; thus it can easily be plugged into existing incremental view maintenance algorithms without any change. Hence, our method maintains all the advantages offered by existing algorithms in the literature in particular SWEEP and PSWEEP, while also achieving the additional desired features of being non-intrusive, efficient, flexible, and well-behaved.
机译:数据仓库(DW)是通过从多个信息源(IS)收集信息并将其集成并具体化到一个根据用户需求定制的存储库中而构建的。诸如SWEEP和PSWEEP之类的用于此类物化DW的增量​​维护的最新提议算法中的一些,相对于以前的解决方案具有一些显着的优势,例如高性能,没有无限等待的潜力,减少了远程查询并因此减少了网络和IS负载。但是,与许多其他算法相似,它们仍然具有限制性假设,即每个IS只能由一个单一关系组成。实际上这是不现实的。因此,在本文中,我们提出了一种克服此限制的解决方案。多关系封装(MRE)包装器以对环境的其余部分透明的方式支持信息源中的多个关系。从DW的角度来看,多关系封装包装程序将由多个关系组成的一个IS视为单个关系。因此可以轻松地将其插入现有的增量视图维护算法中,而无需进行任何更改。因此,我们的方法保持了文献中现有算法特别是SWEEP和PSWEEP提供的所有优点,同时还实现了非侵入性,高效,灵活和行为良好的其他所需功能。

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