• DocumentCode
    243460
  • Title

    m-cloud -- Distributed Statistical Computation Using Multiple Cloud Computers

  • Author

    Nakagawa, Ikuo ; Hiji, Masahiro ; Kikuchi, Yutaka ; Fukumoto, Masaaki ; Shimojo, Shinji

  • Author_Institution
    Osaka Univ., Suita, Japan
  • fYear
    2014
  • fDate
    21-25 July 2014
  • Firstpage
    301
  • Lastpage
    305
  • Abstract
    In the age of IoT (Internet of Things), tens (or hundreds) of billions sensors or devices will be connected to the Net. For elasticity, scalability and efficiency, some operators try to use cloud resources to collect data from IoT devices and analyze such data on the net. On the other hand, protecting privacy is an issue for using cloud resources. We focus on the technology of using cloud resources for collecting and analyzing IoT data. We propose m-cloud, a distributed computing mechanism with multiple cloud resources. The mechanism enables us to collect data from IoT sensors and devices and calculate some basic statistic result while we reduce the risk of revealing privacy information from such cloud environment.
  • Keywords
    Internet of Things; cloud computing; data analysis; data privacy; mobile computing; Internet of Things; IoT data analysis; IoT data collection; IoT devices; IoT sensors; cloud computers; cloud environment; cloud resources; distributed computing mechanism; distributed statistical computation; m-cloud; mobile cloud; privacy information; privacy protection; Cloud computing; Clouds; Computers; Data privacy; Privacy; Temperature sensors; IoT; cloud computing; distributed processing; privacy preserving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International
  • Conference_Location
    Vasteras
  • Type

    conf

  • DOI
    10.1109/COMPSACW.2014.53
  • Filename
    6903146