• Title/Summary/Keyword: 이동궤적 데이터 쿼리

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Design of Trajectory Data Indexing and Query Processing for Real-Time LBS in MapReduce Environments (MapReduce 환경에서의 실시간 LBS를 위한 이동궤적 데이터 색인 및 검색 시스템 설계)

  • Chung, Jaehwa
    • Journal of Digital Contents Society
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    • v.14 no.3
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    • pp.313-321
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    • 2013
  • In recent, proliferation of mobile smart devices have led to big-data era, the importance of location-based services is increasing due to the exponential growth of trajectory related data. In order to process trajectory data, parallel processing platforms such as cloud computing and MapReduce are necessary. Currently, the researches based on MapReduce are on progress, but due to the MapReduce's properties in using batch processing and simple key-value structure, applying MapReduce framework for real time LBS is difficult. Therefore, in this research we propose a suitable system design on efficient indexing and search techniques for real time service based on detailed analysis on the properties of MapReduce.