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A hyper-distributed edge computing architecture for the next generation IoT environments

Research Project

Project/Area Number 18K11263
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 60060:Information network-related
Research InstitutionOsaka University

Principal Investigator

Koizumi Yuki  大阪大学, 情報科学研究科, 准教授 (50552072)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2019: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2018: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsエッジコンピューティング / 分散計算 / Internet of Things / リモートアテステーション / 情報指向ネットワーク技術 / ルーティング / ゲーム理論
Outline of Final Research Achievements

The objective of this project is to realize a hyper-distributed edge computing architecture where computation can be delegated to IoT devices or routers as well as edge servers in a mobile core network. The key achievements of this project are three-fold: First, we developed a routing framework that derives sub-optimal routing for mutually exclusive multiple objectives. Second, we developed a high-speed and low-energy forwarding framework for in-network functions, assuming that computation is delegated to small devices, such as IoT devices. Finally, we developed a computing framework that securely allows computation to be delegated to routers and IoT devices, which are potentially untrusted, by attesting each other in terms of the integrity of their platform.

Academic Significance and Societal Importance of the Research Achievements

情報や計算処理をクラウドに一極集中する時代から、ネットワークのエッジに近い領域に配備した計算資源を用いてエッジに情報や計算処理を分散するエッジコンピューティング環境が到来している。5Gネットワークでモバイルエッジがサポートされるなど、エッジコンピューティングとそのアプリケーションはさらに重要な課題である。本研究の成果により、ルーターやIoTデバイスなどの種々のデバイスをエッジノードとして利用することが可能になり、エッジコンピューティングを、消費電力やレスポンスタイム、あるいはトラヒック量などの性能の観点で効率化を図るものであり、エッジコンピューティングの浸透に寄与することが期待できる。

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (8 results)

All 2020 2019 2018

All Presentation (8 results) (of which Int'l Joint Research: 4 results)

  • [Presentation] Security Architecture/Protocol for Middlebox-based Communications2020

    • Author(s)
      Toru Hasegawa, Kentaro Kita and Yuki Koizumi
    • Organizer
      Workshop on Programmable Networking
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Compressing Name Space Based on Machine Learning for Information-centric Networking on Programmable Switches2020

    • Author(s)
      Yuki Koizumi, Shunsuke Higuchi, Junji Takemasa, Atsushi Tagami, and Toru Hasegawa
    • Organizer
      Workshop on Programmable Networking
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 遠隔計算検証法における検証情報を用いた攻撃と対策2020

    • Author(s)
      増田 大輝,北 健太朗,小泉 佑揮,長谷川 亨
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
  • [Presentation] On Verification of Remote Computing on Potentially Untrusted Nodes2019

    • Author(s)
      Masuda Hiroki, Kentaro Kita, Yuki Koizumi, and Toru Hasegawa
    • Organizer
      IEEE International Conference on Network Protocols (ICNP), Poster&Demo Session
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 信頼されていない計算ノードにおけるプログラム実行の検証法に関する一考察2019

    • Author(s)
      増田 大輝,北 健太朗,小泉 佑揮,長谷川 亨
    • Organizer
      電子情報通信学会情報指向ネットワーク研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] 信頼されていない計算ノードのプログラムの実行検証法に関する一考察2019

    • Author(s)
      増田 大輝,北 健太朗,小泉 佑揮,長谷川 亨
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Related Report
      2019 Research-status Report
  • [Presentation] マルチコアNDNルータにおける排他制御の必要なPITの操作に関する一考察2019

    • Author(s)
      山田 裕太郎, 武政 淳二, 小泉 佑揮, 長谷川 亨
    • Organizer
      電子情報通信学会総合大会講演論文集 (B-7-53)
    • Related Report
      2018 Research-status Report
  • [Presentation] A Game-Theoretic Approach to Resolve Conflict Between Traffic Engineering for Energy Efficiency and Load Balancing2018

    • Author(s)
      Yuki Koizumi, Junji Takemasa, Toru Hasegawa
    • Organizer
      IEEE International Symposium on Local and Metropolitan Area Networks
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research

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Published: 2018-04-23   Modified: 2022-01-27  

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