Smarter Mobility Integrated System: A Real Time Processing Framework for Sensor Data Aggregation, Analysis, and Query

With information technology (IT), many kinds of mobility data are available for Intelligent Transportation Systems (ITS), and the numerous sensors generate huge amounts of data each second. Some of the major challenges for an ITS infrastructure in this domain are (i) data collection, (ii) data analysis, and (iii) real time queries. By gathering, mining and querying this data in an ITS infrastructure as efficiently as possible, there are promising opportunities for many ITS applications, especially for safer transportation. In this paper, the authors propose a real time processing framework for sensor data aggregation, analysis, and query. The system has a capacity to handle many kinds of sensor data transport connections, and is scalable for real time processing and querying of various kinds of data sources. The authors implemented a prototype system and evaluated its performance and capacity. The authors system handled over 10,000 messages per second from car sensors.

  • Availability:
  • Supplemental Notes:
    • Abstract used with permission of ITS Japan. Paper No. 4085.
  • Corporate Authors:

    ITS Japan

    Tokyo,   Japan 
  • Authors:
    • Chiba, Tatsuhiro
    • Imai, Haruki
    • Maeda, Kumiko
    • Koseki, Akira
    • Negishi, Yasushi
    • Komatsu, Hideaki
  • Conference:
  • Publication Date: 2013

Language

  • English

Media Info

  • Media Type: Digital/other
  • Features: CD-ROM; Figures; References; Tables;
  • Pagination: 10p
  • Monograph Title: 20th ITS World Congress, Tokyo 2013. Proceedings

Subject/Index Terms

Filing Info

  • Accession Number: 01538956
  • Record Type: Publication
  • ISBN: 9784990493981
  • Files: TRIS
  • Created Date: Sep 8 2014 1:25PM