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An Experimental Consideration of the Use of the Transrelational™ Model for Data Warehousing

机译:使用Transrelational™模型进行数据仓库的实验考虑

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In recent years there has been a growing interest in the research community in the utilisation of alternative data models that abandon the relational record storage and manipulation structure. The authors have already reported experimental considerations of the behavior of Relational, Binary Relational and Associative models within the context of Data Warehousing, to address issues of storage efficiency and combinatorial explosion through data repetition. In this paper we present an implementation of the Transrelational™ model, based on the public domain definition provided by C.J. Date, which we believe to be the first reported instantiation of the model. Following the presentation of the implementation, we also present the results of performance tests utilising a set of metrics for Data Warehouse environments, which are compared against a traditional N-ary Relational implementation. The experiment is based on the standard and widely-accepted TPC-H data set.
机译:近年来,研究团体对替代关系模型存储和操纵结构的替代数据模型的利用越来越感兴趣。作者已经报告了在数据仓库的背景下对关系模型,二进制关系模型和关联模型的行为的实验考虑,以通过数据重复解决存储效率和组合爆炸性问题。在本文中,我们基于C.J. Date提供的公共领域定义,介绍了Transrelational™模型的实现,我们认为这是该模型的首次报道实例。在介绍实现之后,我们还介绍了使用针对数据仓库环境的一组指标进行的性能测试的结果,并将其与传统的N元关系实现进行了比较。该实验基于标准且被广泛接受的TPC-H数据集。

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