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Client-side caching for client-server OLAP systems

机译:客户端-服务器OLAP系统的客户端缓存

摘要

Recently, client-side data caching has become popular for building highly interactive web applications. This research is about client-side data caching in a client-server OLAP system. Contrary to the traditional OLAP systems, the system we study here is client-centric which contains a light-weight OLAP engine and a data cache, such that queries posed by the user may be processed on the client without a round-trip to the server. It has been shown that this system works better than the traditional ones in some data visualization scenarios. In this study, we focus on the client-side data caching in this system. We implemented a new data structure for storing multidimensional data on the client-side, which occupies a small memory footprint and decreases the load time significantly with a minimal client-side processing overhead. Also, we investigate the efficiency of client-side caching when the processing of the query needs extra data that are not already client-resident. Our results show that in some cases it could be cost-effective to download more than %80 of the required data from the server, rather than to download the entire sub-cube from the server
机译:近年来,客户端数据缓存已成为构建高度交互式Web应用程序的流行方法。这项研究是关于客户端-服务器OLAP系统中的客户端数据缓存的。与传统的OLAP系统相反,我们在这里研究的系统是以客户端为中心的,它包含轻量级OLAP引擎和数据缓存,从而可以在客户端上处理用户提出的查询,而无需往返服务器。 。已经表明,在某些数据可视化方案中,该系统比传统系统更好地工作。在本研究中,我们重点研究此系统中的客户端数据缓存。我们实现了一种用于在客户端存储多维数据的新数据结构,该结构占用的内存较小,并且以最小的客户端处理开销显着减少了加载时间。此外,当查询的处理需要尚未驻留在客户端的额外数据时,我们将调查客户端缓存的效率。我们的结果表明,在某些情况下,从服务器上下载超过80%的所需数据可能比从服务器上下载整个子多维数据集更具成本效益。

著录项

  • 作者

    Kamaliha Elaheh;

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  • 年度 2013
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