M-cloud - Distributed statistical computation using multiple cloud computers

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationProceedings - IEEE 38th Annual International Computers, Software and Applications Conference Workshops, COMPSACW 2014
EditorsCristina Seceleanu, Bruce McMillin, Carl K. Chang, Yan Gao, Kenichi Yoshida, Ali Hurson, Yasuo Okabe, Mihhail Matskin
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages301-305
Number of pages5
ISBN (Electronic)9781479935789
DOIs
Publication statusPublished - 2014 Sep 18
Event38th Annual IEEE Computer Software and Applications Conference Workshops, COMPSACW 2014 - Vasteras, Sweden
Duration: 2014 Jul 272014 Jul 29

Publication series

NameProceedings - IEEE 38th Annual International Computers, Software and Applications Conference Workshops, COMPSACW 2014

Other

Other38th Annual IEEE Computer Software and Applications Conference Workshops, COMPSACW 2014
CountrySweden
CityVasteras
Period14/7/2714/7/29

Keywords

  • IoT
  • cloud computing
  • distributed processing
  • privacy preserving

ASJC Scopus subject areas

  • Computer Science Applications
  • Software

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  • Cite this

    Nakagawa, I., Hiji, M., Kikuchi, Y., Fukumoto, M., & Shimojo, S. (2014). M-cloud - Distributed statistical computation using multiple cloud computers. In C. Seceleanu, B. McMillin, C. K. Chang, Y. Gao, K. Yoshida, A. Hurson, Y. Okabe, & M. Matskin (Eds.), Proceedings - IEEE 38th Annual International Computers, Software and Applications Conference Workshops, COMPSACW 2014 (pp. 301-305). [6903146] (Proceedings - IEEE 38th Annual International Computers, Software and Applications Conference Workshops, COMPSACW 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/COMPSACW.2014.53