DocumentCode
173602
Title
Performance testing of web-based data visualization
Author
Sungchul Lee ; Ju-Yeon Jo ; Yoohwan Kim
Author_Institution
Dept. of Comput. Sci., Univ. of Nevada, Las Vegas, NV, USA
fYear
2014
fDate
5-8 Oct. 2014
Firstpage
1648
Lastpage
1653
Abstract
Many scientific applications generate massive data that requires visualization. For example, the Nevada Solar Energy-Water-Environmental Nexus project has been generating a large amount of environmental monitoring data in textual format. As the data is available on the web, a web-based visualization tool is desirable for the project rather than a standalone tool. This research analyzes the processing mechanisms of four popular web-based data visualization tools, that is, Google Charts, Flex, OFC, D3, and compares their performances. A standalone visualization tool, JfreeChart, have been also used for comparison. The processing times have been divided into three segments, layout time, data transformation time, and rendering time, and separately measured. The actual temperature data from the Nevada Nexus project has been used for testing in different scales ranging from 100 to 100,000 data points. The result shows that each visualization tool has its own ideal environment.
Keywords
Internet; data visualisation; environmental monitoring (geophysics); rendering (computer graphics); scientific information systems; D3; Flex; Google Charts; JfreeChart; Nevada Solar Energy-Water-Environmental Nexus project; OFC; Web-based data visualization tools; data transformation time; environmental monitoring data; layout time; performance testing; rendering time; scientific applications; standalone visualization tool; textual format; Browsers; Data visualization; Flexible printed circuits; Google; Libraries; Rendering (computer graphics); Servers; D3.js; Data Visualization; Flex; Google Charts; JFreeChart; Open Flash Chart; Sensor Data;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location
San Diego, CA
Type
conf
DOI
10.1109/SMC.2014.6974152
Filename
6974152
Link To Document