Title :
Epidemiological Data Analysis in TerraFly Geo-spatial Cloud
Author :
Huibo Wang ; Yun Lu ; Yudong Guang ; Edrosa, Erik ; Mingjin Zhang ; Camarca, Raul ; Yesha, Yelena ; Lucic, Tajana ; Rishe, Naphtali
Author_Institution :
Sch. of Comput. & Inf. Sci., Florida Int. Univ., Miami, FL, USA
Abstract :
GIS systems and online services are growing at a very fast pace, however, there are few online services for the analysis of geospatial epidemiology and their functionality is limited. We present a geospatial epidemiology analysis system on the TerraFly Geo-spatial Cloud platform. The system provides comprehensive spatial analysis methods and visualization. In this system, the user is not required to program in order to employ the functionality. All the datasets are stored in the Geo-spatial Cloud. This system is accessible at http://terrafly.fiu.edu/GeoCloud/. The system API algorithms adapted to geospatial epidemiology. The application utilizes the GeoCloud distributed storage system for the Big Data to be analyzed, it utilizes an interactive mapping API to display results.
Keywords :
Big Data; application program interfaces; cloud computing; data analysis; data visualisation; epidemics; geographic information systems; medical computing; Big Data analysis; GIS; GeoCloud distributed storage system; TerraFly geo-spatial cloud platform; epidemiological data analysis; geospatial epidemiology analysis system; interactive mapping API; spatial analysis methods; spatial visualization; system API algorithms; Algorithm design and analysis; Cancer; Data visualization; Diseases; Geospatial analysis; Lungs; Spatial databases; Big Data; GIS; geospatial epidemiology; visualization;
Conference_Titel :
Machine Learning and Applications (ICMLA), 2013 12th International Conference on
Conference_Location :
Miami, FL
DOI :
10.1109/ICMLA.2013.166
