Design and Evaluation of In-Situ Resource Provisioning Method for Regional IoT Services

Yugo Nakamura, Teruhiro Mizumoto, Hirohiko Suwa, Yutaka Arakawa, Hirozumi Yamaguchi, Keiichi Yasumoto

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

Abstract

In an era where billions of IoT devices are deployed, edge/fog computing paradigms are attracting attention for their ability to reduce processing delays and mitigate waste of communication resources. However, since the computing system assumed by edge/fog paradigms have heterogeneity (in terms of the computing power of devices, network performance between devices, device density, etc.), provisioning computational resources according to computational demand becomes a challenging constrained optimization problem. In this paper, we propose in-situ resource provisioning method consisting of insitu resource area selection with adaptive scale out and in-situ task scheduling based on tabu search algorithm. We conducted a simulation study in a target regional area where 2,000 IoT devices and 10 IoT services are deployed to evaluate the effectiveness of the proposed algorithm. The simulation results show that our proposed algorithm can obtain higher user QoS compared to conventional resource provisioning algorithms.

Original languageEnglish
Title of host publication2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538625422
DOIs
Publication statusPublished - Jan 22 2019
Externally publishedYes
Event26th IEEE/ACM International Symposium on Quality of Service, IWQoS 2018 - Banff, Canada
Duration: Jun 4 2018Jun 6 2018

Publication series

Name2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018

Conference

Conference26th IEEE/ACM International Symposium on Quality of Service, IWQoS 2018
CountryCanada
CityBanff
Period6/4/186/6/18

All Science Journal Classification (ASJC) codes

  • Safety, Risk, Reliability and Quality
  • Management of Technology and Innovation
  • Computer Networks and Communications
  • Media Technology

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  • Cite this

    Nakamura, Y., Mizumoto, T., Suwa, H., Arakawa, Y., Yamaguchi, H., & Yasumoto, K. (2019). Design and Evaluation of In-Situ Resource Provisioning Method for Regional IoT Services. In 2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018 [8624127] (2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IWQoS.2018.8624127