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Parallel Consistency Maintenance of Materialized Views Using Referential Integrity Constraints in Data Warehouses

机译:使用数据仓库中的参照完整性约束对物化视图的并行一致性维护

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Data warehouses can be considered as materialized views which maintain the online analytical information extracted from distributed data sources. When data sources are changed, materialized views should be maintained correspondingly to keep the consistency between data sources and materialized views. If a view is defined through joining several source relations, an update in one source relation invokes a set of join subqueries thus the view maintenance takes much time of processing. In this paper, we propose a view maintenance algorithm processing these join subqueries in parallel by using referential integrity constraints over source relations. A relation which has several foreign keys can be joined with referenced relations independently. The proposed algorithm processes these join operations in parallel then it merges their results. With the parallel processing, the algorithm can maintain materialized views efficiently. We show the superiority of the proposed algorithm using an analytical cost model.
机译:数据仓库可以被视为物化视图,其维护从分布式数据源中提取的在线分析信息。更改数据源时,应相应地维护数据源,以保持数据源和物化视图之间的一致性。如果通过连接若干源关系定义了视图,则一个源关系中的更新调用一组连接子查询,因此视图维护需要很多处理。在本文中,我们提出了一种通过在源关系上使用引用完整性约束来处理这些加入子查询的视图维护算法。具有多个外键的关系可以独立地与引用关系加入。所提出的算法并行处理这些连接操作,然后它合并其结果。利用并行处理,该算法可以有效地保持物化视图。我们使用分析成本模型展示了所提出的算法的优越性。

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