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

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

抄録

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.

本文言語英語
ホスト出版物のタイトル2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781538625422
DOI
出版ステータス出版済み - 1 22 2019
外部発表はい
イベント26th IEEE/ACM International Symposium on Quality of Service, IWQoS 2018 - Banff, カナダ
継続期間: 6 4 20186 6 2018

出版物シリーズ

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

会議

会議26th IEEE/ACM International Symposium on Quality of Service, IWQoS 2018
国/地域カナダ
CityBanff
Period6/4/186/6/18

All Science Journal Classification (ASJC) codes

  • 安全性、リスク、信頼性、品質管理
  • 技術マネージメントおよび技術革新管理
  • コンピュータ ネットワークおよび通信
  • メディア記述

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