通过dw-log算法实现操作数据库和分析数据库之间的数据更新

Bianka M. M. T. Gonçalves, I. C. Italiano, J. E. Ferreira
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引用次数: 2

摘要

数据仓库系统(DWS)利用存储技术实现高效的终端用户访问和查询功能。DWS应用程序实现了不支持即时数据更新的经典数据同步操作。随着操作性数据库环境中语义数据表示的发展,在DWS中完成数据分析需要新的同步方式。因此,人们对能够快速吸收操作数据库更新而不影响操作查询过程的DWS越来越感兴趣。我们的研究旨在描述DWS中数据更新的同步和异步算法限制。本研究提出了DWS中异步事务更新传播的另一种方法——dw-log算法。dw-log算法的实现由进程代数方法支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data updating between the operational and analytical databases through dw-log algorithm
Data warehouse systems (DWS) make use of storage techniques for efficient end user accessing and query facilities. DWS applications have implemented classic data synchronism operations that do not support an immediate data update. With the evolution of semantic data representation in the operational database environment, the accomplished analysis in DWS demands new synchronism ways. Hence, there is a growing interest in DWS that can rapidly absorb the operational database updates, without compromising the operational query processes. Our research aims at the characterization of the synchronous and asynchronous algorithms limits for data updating in a DWS. This research proposes another way for update propagations of asynchronous transactions in DWS, the dw-log algorithm. The dw-log algorithm implementation is supported by the process algebra approach.
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