Client-centric mobile OLAP

Author: 
Date created: 
2012-08-24
Identifier: 
etd7385
Keywords: 
Client-Centric OLAP
Mobile OLAP
Data Visualization
Parallel Computing
Abstract: 

As the architecture for clients of a client-server OLAP system, the client-centric system distinguishes itself from other clients in the marketplace by incorporating a light-weight data engine, such that the client is capable of answering queries offline when the related data are cached in the memory. In a previous study of client-centric OLAP system, a web-based client is built. Three different data visualization scenarios have been identified for which the client can pre-load data into the client as a sub-cube from the server, so that the user may drill-down the sub-cube, with the help of the data engine. In this research, the app-based version of the clientcentric OLAP is implemented. It runs on an android tablet featuring a multi-core CPU. From the comparative performance data, it is shown that the app-based client is superior to the web-based client in performance in most computational tasks of the three data visualization scenarios, especially when a parallel version of the app-based OLAP is deployed.

Document type: 
Graduating extended essay / Research project
Rights: 
Copyright remains with the author. The author granted permission for the file to be printed and for the text to be copied and pasted.
File(s): 
Supervisor(s): 
Wo-Shun Luk
Department: 
Applied Science: School of Computing Science
Thesis type: 
(Project) M.Sc.
Statistics: