• 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