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Optimizing queries in distributed and composable mediators

机译:在分布式和可组合调解器中优化查询

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The mediator-wrapper approach to integrate data from heterogeneousdata sources has usually been centralized in the sense that a singlemediator system is placed between a number of data sources and theapplications. As the number of data sources increases, the centralizedmediator architecture becomes a bottleneck. This paper presents anarchitecture for composable and distributed mediator servers, defined interms of other mediator servers. The modularity of composable mediatorsallows to build larger systems of distributed mediators integrating manydata sources, without the need to maintain a global schema. Composablemediators furthermore provide data independence by allowing locality ofchanges in both submediators and data sources. However a problem with adistributed and composable mediator architecture is that the queryperformance may degrade as the number of mediators increases. Wedescribe some challenges for processing queries in this type ofenvironment, and propose a distributed query decomposition algorithmthat eliminates some of the overhead of logical mediator composition.For certain mediator compositions it produces distributed query planswhose inter-mediator data flow is optimal with respect to the query butis different from the logical interdependencies between the involvedmediators. Experimental results show that this strategy improves thequery performance and allows an increase of the number of mediatorswithout query performance degradation
机译:Mediator-wrapper方法用于集成来自异构的数据 数据源通常集中在一个单一的意义上 中介系统放置在许多数据源和 应用程序。随着数据源数量的增加,集中式 中介者体系结构成为瓶颈。本文提出了一个 可组合和分布式中介服务器的体系结构,在 其他中介服务器的条款。可组合介体的模块化 允许构建更大的分布式调解员系统,集成了许多 数据源,而无需维护全局架构。可组合 中介者还允许本地化,从而提供数据独立性 中介人和数据源的变化。但是一个问题 分布式和可组合的中介器体系结构是查询 随着调解器数量的增加,性能可能会下降。我们 描述处理这类查询的一些挑战 环境,并提出一种分布式查询分解算法 这样就消除了逻辑介体组合的一些开销。 对于某些介体组合,它会生成分布式查询计划 其中间媒介数据流相对于查询而言是最佳的,但 与所涉及的逻辑相互依存关系不同 调解员。实验结果表明,该策略可以改善 查询性能,并允许增加中介者的数量 不会降低查询性能

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