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Client-Centric OLAP on Mobile Devices

机译:移动设备上以客户为中心的OLAP

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A client on a client-centric OLAP system is capable of performing OLAP operations on data downloaded from the OLAP server. A previous research study has shown that this concept can work very well for some common data visualization scenarios. As a proof-of-concept, a research prototype was built where the client was a web-browser on a desktop machine. In this research, our focus has shifted to mobile devices, such as a tablet, which is more resource-constrained. Our objective is to find out the pros and cons of a web-based client vis-a-vis an app-based client, i.e., one that runs on the native operating system. Two research prototypes have been built, one for each type of client, to run in a client-centric OLAP system. We compare their architectures, software implementation aspects and performance on 'real life' data. We pay special attention on how software running on mobile devices handles unusually high volume of data. We also compare the performance of app-based clients running in a client-centric and a server-centric system respectively.
机译:客户至上的OLAP系统上的客户端能够对从OLAP服务器下载的数据执行OLAP操作。以前的研究研究表明,这一概念可以很好地工作,可以很好地工作一些常见的数据可视化方案。作为概念验证,建立了一个研究原型,其中客户端是桌面机上的Web浏览器。在这项研究中,我们的焦点已经转移到移动设备,例如平板电脑,这是更资源受约束的。我们的目标是找出基于Web的客户端VIS-A-VI的基于应用程序的客户端的优缺点,即,在本机操作系统上运行的客户端。已经建立了两种研究原型,每个类型的客户端都在以客户为中心的OLAP系统中运行。我们将其体系结构,软件实现方面和性能进行比较。我们特别注意在移动设备上运行的软件如何处理异常大量的数据。我们还分别比较基于客户端和以服务器为中心的系统中运行的基于应用的客户端的性能。

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