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Techniques for simulating an autonomous system with over 10 billion nodes

Research Project

Project/Area Number 25700008
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypePartial Multi-year Fund
Research Field Information network
Research InstitutionTokyo Institute of Technology

Principal Investigator

SHUDO KAZUYUKI  東京工業大学, 情報理工学院, 准教授 (90308271)

Project Period (FY) 2013-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥21,190,000 (Direct Cost: ¥16,300,000、Indirect Cost: ¥4,890,000)
Fiscal Year 2016: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2015: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Keywordsシミュレーション / 大規模分散システム / インターネット高度化 / ネットワーク
Outline of Final Research Achievements

There are large-scale distributed systems with 10 million computers working on Internet. And, the number of computing devices connected to the Internet is going to reach 10 billions. Nevertheless, known techniques can simulate only millions of nodes. Our goal was inventing techniques to simulate 10 billion nodes.
The results include an event-driven simulation technique running on a distributed data processing system such as Apache Hadoop and Spark. The technique handles timing precisely thanks to its event-driven nature. A software implementing the technique could simulate 100 millions of nodes with a commodity PC.

Report

(6 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (11 results)

All 2017 2016 2014 2013

All Presentation (11 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] データ処理エンジン上での分散システムシミュレーション2017

    • Author(s)
      首藤一幸, 加藤裕也, 杉野好宏, 華井雅俊
    • Organizer
      第9回 広域センサネットワークとオーバレイネットワークに関するワークショップ
    • Related Report
      2017 Annual Research Report
  • [Presentation] Parallel Discrete-Event Simulation on Data Processing Engines2016

    • Author(s)
      Kazuyuki Shudo, Yuya Kato, Takahiro Sugino, Masatoshi Hanai
    • Organizer
      Proc. 20th IEEE/ACM Int'l Symposium on Distributed Simulation and Real Time Applications (IEEE/ACM DS-RT 2016), pp.69-76
    • Place of Presentation
      London, U.K.
    • Year and Date
      2016-09-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 汎用分散処理システムでの大規模分散システムシミュレーション2016

    • Author(s)
      加藤裕也, 杉野好宏, 華井雅俊, 首藤一幸
    • Organizer
      第8回 広域センサネットワークとオーバレイネットワークに関するワークショップ
    • Place of Presentation
      東京工業大学
    • Year and Date
      2016-03-22
    • Related Report
      2015 Annual Research Report
  • [Presentation] 汎用分散処理システムでの大規模分散システムシミュレーション2016

    • Author(s)
      加藤裕也, 杉野好宏, 華井雅俊, 首藤一幸
    • Organizer
      第8回データ工学と情報マネジメントに関するフォーラム (DEIM2016)
    • Place of Presentation
      福岡県 福岡市
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] 汎用分散処理システムでの大規模分散システムシミュレーションの予備評価2016

    • Author(s)
      加藤裕也, 杉野好宏, 華井雅俊, 首藤一幸
    • Organizer
      電子情報通信学会 技術研究報告, Vol.115, No.404, NS2015-162, pp.93-96
    • Place of Presentation
      福岡県 福岡市
    • Year and Date
      2016-01-21
    • Related Report
      2015 Annual Research Report
  • [Presentation] An Adaptive VM Provisioning Method for Large-Scale Agent-based Traffic Simulations on the Cloud2014

    • Author(s)
      Masatoshi Hanai, Toyotaro Suzumura, Anthony Ventresque, Kazuyuki Shudo
    • Organizer
      6th IEEE Int'l Conf. on Cloud Computing Technology and Science (IEEE CloudCom 2014)
    • Place of Presentation
      Singapore(Singapore)
    • Year and Date
      2014-12-15 – 2014-12-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 噂の伝播モデルを用いたツイート拡散のシミュレーション2014

    • Author(s)
      三津山修平, 華井雅俊, 首藤一幸
    • Organizer
      第7回 広域センサネットワークとオーバレイネットワークに関するワークショップ
    • Place of Presentation
      グランフロント大阪(大阪・日本)
    • Year and Date
      2014-11-29 – 2014-11-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Apache Giraphにおけるソーシャルネットワーク上の情報伝達モデルの実装2014

    • Author(s)
      加藤裕也, 首藤一幸
    • Organizer
      第7回 広域センサネットワークとオーバレイネットワークに関するワークショップ
    • Place of Presentation
      グランフロント大阪(大阪・日本)
    • Year and Date
      2014-11-29 – 2014-11-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Optimistic Parallel Simulation of Very Large-Scale Peer-to-Peer Systems2014

    • Author(s)
      Masatoshi Hanai, Kazuyuki Shudo
    • Organizer
      18th IEEE/ACM Int'l Symposium on Distributed Simulation and Real Time Applications (IEEE/ACM DS-RT 2014)
    • Place of Presentation
      Toulouse(France)
    • Year and Date
      2014-10-01 – 2014-10-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] Towards a Framework for Adaptive Resource Provisioning in Large-Scale Distributed Agent-based Simulation2014

    • Author(s)
      Masatoshi Hanai, Anthony Ventresque, Kazuyuki Shudo, Toyotaro Suzumura
    • Organizer
      2nd Workshop on Parallel and Distributed Agent-Based Simulations (PADABS 2014) (in conj. with Euro-Par 2014)
    • Place of Presentation
      Porto(Portugal)
    • Year and Date
      2014-08-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] MapReduceによる大規模分散システムのシミュレーション2013

    • Author(s)
      杉野好宏, 華井雅俊, 首藤一幸
    • Organizer
      電子情報通信学会 技術研究報告, Vol.113, No.244, NS2013-109, pp.99-104
    • Place of Presentation
      北海道大学
    • Related Report
      2013 Annual Research Report

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Published: 2013-05-21   Modified: 2019-07-29  

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