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Design and Implementation of Cloud-based Sensor Data Management System  

Park, Kyoung-Wook (전남대학교 문화콘텐츠학부)
Kim, Kyong-Og (순천대학교 컴퓨터과학과)
Ban, Kyeong-Jin (순천대학교 컴퓨터과학과)
Kim, Eung-Kon (순천대학교 컴퓨터과학과)
Publication Information
The Journal of the Korea institute of electronic communication sciences / v.5, no.6, 2010 , pp. 672-677 More about this Journal
Abstract
Recently, the efficient management system for large-scale sensor data has been required due to the increasing deployment of large-scale sensor networks. In this paper, we propose a cloud-based sensor data management system with low cast, high scalability, and efficiency. Sensor data in sensor networks are transmitted to the cloud through a cloud-gateway. At this point, outlier detection and event processing is performed. Transmitted sensor data are stored in the Hadoop HBase, distributed column-oriented database, and processed in parallel by query processing module designed as the MapReduce model. The proposed system can be work with the application of a variety of platforms, because processed results are provided through REST-based web service.
Keywords
sensor data management; cloud computing; hadoop; hbase; mapreduce;
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