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Design Framework of Network Controls Based on the Interactions between Microscopic Behavior and Macroscopic Behavior in Large-Scale Networks

Research Project

Project/Area Number 24700072
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Computer system/Network
Research InstitutionTokyo Metropolitan University

Principal Investigator

SAKUMOTO Yusuke  首都大学東京, システムデザイン学部, 助教 (30598785)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywordsネットワーク制御 / 制御設計 / 統計力学 / 通信工学
Outline of Final Research Achievements

The objective of this research is to realize a framework of designing network controls for large-scale networks. First, on the basis of statistical mechanics, I built a hierarchical model to be able to understand the interaction between microscopic behavior(i.e., node control) and macroscopic behavior(i.e., property of the entire network) in large-scale networks. Then, I consolidated the framework of network controls for large-scale network on the basis of the hierarchical model. Through experiment using a network control designed by my framework, I clarified the effectiveness of the hierarchical model and the framework for large-scale networks.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (23 results)

All 2015 2014 2013 2012 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Acknowledgement Compliant: 1 results) Presentation (16 results) Remarks (1 results)

  • [Journal Article] Autonomous decentralized mechanism for energy interchanges with accelerated diffusion based on MCMC2015

    • Author(s)
      Yusuke Sakumoto and Ittetsu Taniguchi
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E98-A

    • NAID

      130005085804

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Design and implementation of flow-level simulator FSIM for performance evaluation of large scale networks2013

    • Author(s)
      Yusuke Sakumoto, Hiroyuki Ohsaki, and Makoto Imase
    • Journal Title

      International Journal of Computer Science and Telecommunications

      Volume: 4 Pages: 1-10

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A method for accelerating flow-level network simulation with low-pass filtering of fluid model2013

    • Author(s)
      Yusuke Sakumoto, Hiroyuki Ohsaki, and Makoto Imase
    • Journal Title

      Journal of Information Processing

      Volume: 21 Pages: 481-489

    • DOI

      10.1109/saint.2012.28

    • NAID

      130003366997

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Performance evaluation of broadcast communication protocol DSCF (Directional Store-Carry-Forward) for VANETs with two-dimensional road model2013

    • Author(s)
      Yusuke Sakumoto, Shinpei Kuribayashi, Satoshi Hasegawa, Hiroyuki Ohsaki, and Makoto Imase
    • Journal Title

      Journal of Communications

      Volume: 8 Pages: 168-176

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] On the effectiveness of stable numerical solution for flow-level network simulator2013

    • Author(s)
      Yusuke Sakumoto, Takeaki Nishioka, Hiroyuki Ohsaki, and Makoto Imase
    • Journal Title

      International Journal of Advancements in Computing Technology

      Volume: 5 Pages: 771-784

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Performance of Thorup’s shortest path algorithm for large-scale network simulation2012

    • Author(s)
      Yusuke Sakumoto, Hiroyuki Ohsaki, and Makoto Imase
    • Journal Title

      IEICE Transactions on Communications

      Volume: E95-B Pages: 1592-1601

    • NAID

      10030939747

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] イジングモデルを利用した社会ネットワークにおける口コミの大域的効果の理解と応用の検討2015

    • Author(s)
      作元 雄輔, 会田 雅樹
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      滋賀
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] MCMCに基づく自律分散制御における環境変動への適応法の検討2015

    • Author(s)
      横田 将也, 作元 雄輔, 会田 雅樹
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      滋賀
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] イジングモデルを利用した社会ネットワークにおける口コミの大域的効果の理解と応用に向けて2015

    • Author(s)
      作元 雄輔, 会田 雅樹
    • Organizer
      電子情報通信学会 第8回 通信行動工学研究会
    • Place of Presentation
      大阪
    • Year and Date
      2015-03-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] MCMCに基づく自律分散制御における環境変動への適応法2015

    • Author(s)
      横田 将也, 作元 雄輔, 会田 雅樹
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      沖縄
    • Year and Date
      2015-03-02 – 2015-03-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] An autonomous decentralized mechanism for energy interchanges with accelerated diffusion based on MCMC2015

    • Author(s)
      Yusuke Sakumoto and Ittetsu Taniguchi
    • Organizer
      The 20th Asia and South Pacific Design Automation Conference (ASP-DAC 2015)
    • Place of Presentation
      千葉
    • Year and Date
      2015-01-19 – 2015-01-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] An autonomous decentralized adaptive function for retaining control strength in large-scale and wide-area system2014

    • Author(s)
      Yusuke Sakumoto, Masaki Aida and Hideyuki Shimonishi
    • Organizer
      The 57th IEEE Global Communications Conference (Globecom 2014)
    • Place of Presentation
      Austin, Texas, US
    • Year and Date
      2014-12-08 – 2014-12-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] スケールフリー構造が TCP エンド間性能に与える影響: スループット・パケット棄却率・ラウンドトリップ時間の解析2014

    • Author(s)
      作元 雄輔, 大崎 博之
    • Organizer
      電子情報通信学会 コミュニケーションクオリティ研究会
    • Place of Presentation
      高知
    • Year and Date
      2014-11-13 – 2014-11-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] 仮想計算機間の通信頻度が時間変動する状況下での集中制御および自律分散制御の性能評価2014

    • Author(s)
      作元 雄輔, 会田 雅樹
    • Organizer
      電子情報通信学会 ソサイエティ大会
    • Place of Presentation
      徳島
    • Year and Date
      2014-09-23 – 2014-09-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] An autonomous decentralized control for indirectly controlling system performance variable in large-scale and wide-area network2014

    • Author(s)
      Yusuke Sakumoto, Masaki Aida and Hideyuki Shimonishi
    • Organizer
      The 6th International Telecommunications Network Strategy and Planning Symposium (Networks 2014)
    • Place of Presentation
      Funchal, Portugal
    • Year and Date
      2014-09-17 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 拡散方程式に基づく自律分散電力ルーティングに関する基礎検討2014

    • Author(s)
      作元 雄輔, 谷口 一徹
    • Organizer
      システム制御情報学会 第58回 研究発表講演会
    • Place of Presentation
      京都
    • Year and Date
      2014-05-21 – 2014-05-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] トラヒック集中と負荷分散のバランスを維持するための自律分散的環境適応機能の検討2014

    • Author(s)
      作元 雄輔, 会田 雅樹, 下西 英之
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      新潟
    • Related Report
      2013 Research-status Report
  • [Presentation] 大規模・広域システムにおいてトラヒック集中と負荷分散のバランスを維持するための自律分散的環境適応機能2014

    • Author(s)
      作元 雄輔, 会田 雅樹, 下西 英之
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      宮崎
    • Related Report
      2013 Research-status Report
  • [Presentation] ボルツマン分布の特性に基づいたシステム局所化と均一化の調和を実現する自律分散的秩序形成技術2013

    • Author(s)
      作元 雄輔, 会田 雅樹, 下西 英之
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      沖縄
    • Related Report
      2012 Research-status Report
  • [Presentation] Autonomous decentralized mechanisms for generating global order in large-scale system: Using Metropolis-Hastings algorithm and applying to virtual machine placement2012

    • Author(s)
      Yusuke Sakumoto, Masaki Aida and Hideyuki Shimonishi
    • Organizer
      The 9th Asia-Pacific Symposium on Information and Telecommunication Technologies
    • Place of Presentation
      Republic of Chile
    • Related Report
      2012 Research-status Report
  • [Presentation] Accelerating flow-level network simulation with low-pass filtering of fluid models2012

    • Author(s)
      Yusuke Sakumoto, Hiroyuki Ohsaki, and Makoto Imase
    • Organizer
      The 12th Annual International Symposium on Applications and the Internet
    • Place of Presentation
      Turkey
    • Related Report
      2012 Research-status Report
  • [Presentation] ランダム効用理論に基づく確定的動作ルールを用いたシステム大域的秩序形成の自律分散制御技術2012

    • Author(s)
      作元 雄輔, 会田 雅樹
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Remarks] Publication - Yusuke Sakumoto's Homepage

    • URL

      http://exmgaity.sd.tmu.ac.jp/~sakumoto/publication.html

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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