• DocumentCode
    3524964
  • Title

    Big Data Sensing and Service: A Tutorial

  • Author

    Gao, Jerry ; Lihui Lei ; Shui Yu

  • Author_Institution
    Comput. Eng. Dept., San Jose State Univ., San Jose, CA, USA
  • fYear
    2015
  • fDate
    March 30 2015-April 2 2015
  • Firstpage
    79
  • Lastpage
    88
  • Abstract
    As the advance of the Internet of Things (IoT), more M2M sensors and devices are connected to the Internet. These sensors and devices generate sensor-based big data and bring new business opportunities and demands for creating and developing sensor-oriented big data infrastructures, platforms and analytics service applications. Big data sensing is becoming a new concept and next technology trend based on a connected sensor world because of IoT. It brings a strong impact on many sensor-oriented applications, including smart city, disaster control and monitor, healthcare services, and environment protection and climate change study. This paper is written as a tutorial paper by providing the informative concepts and taxonomy on big data sensing and services. The paper not only discusses the motivation, research scope, and features of big data sensing and services, but also exams the required services in big data sensing based on the state-of-the-art research work. Moreover, the paper discusses big data sensing challenges, issues, and needs.
  • Keywords
    Big Data; Internet; Internet of Things; Big Data service; Big data sensing; Internet of Things; IoT; M2M sensor; sensor-oriented application; Big data; Cloud computing; Data analysis; Data models; Monitoring; Sensors; Wireless sensor networks; Big Data Sensing; Internet of Things; Sensor Big Data; Sensor Cloud; Sensor-Based Big Data Analytics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Big Data Computing Service and Applications (BigDataService), 2015 IEEE First International Conference on
  • Conference_Location
    Redwood City, CA
  • Type

    conf

  • DOI
    10.1109/BigDataService.2015.45
  • Filename
    7184867