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Study on Intelligent Network System for Dynamic Optimization Control in Distributed Computing Environment

Research Project

Project/Area Number 15K00169
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field High performance computing
Research InstitutionKyoto Institute of Technology

Principal Investigator

Nunome Atsushi  京都工芸繊維大学, 情報工学・人間科学系, 助教 (60335320)

Research Collaborator ICHII Sekai  
SHIMANO Shingo  
SHOJI Yuki  
TASHIRO Saki  
DEJIMA Takashi  
HAYASHI Shohei  
HIRATA Hiroaki  
FUJISAWA Kohei  
YAMASAKI Hiroki  
YOKOI Yuta  
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords計算機システム / ハイパフォーマンスコンピューティング / 分散処理 / 動的負荷分散制御 / ハイパフォーマンス・コンピューティング
Outline of Final Research Achievements

In a massively distributed computing environment, it is important to tune the system from both aspects of software and hardware to bring out potential performance to the maximum. In this study, we have proposed a scheme to perform dynamic optimization control for the heterogeneous environments where various types of node are mixed. It also considers differences in the effective performance which is occurred at run-time. Formerly, a high overhead is regarded as a problem because the information needed for such control must be collected at run-time. In our scheme, the overhead accompanied with the optimization control will be suppressed by appending the system management information onto ordinary packets by the network device. We have established one of a fundamental technology which is capable of applying even if the management information enlarges for more complex dynamic optimization control in the near future.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (20 results)

All 2018 2017 2016 2015

All Journal Article (11 results) (of which Peer Reviewed: 9 results,  Open Access: 1 results,  Acknowledgement Compliant: 4 results) Presentation (9 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] Design Space Exploration for Implementing a Software-Based Speculative Memory System2018

    • Author(s)
      Fujisawa Kohei、Nunome Atsushi、Shibayama Kiyoshi、Hirata Hiroaki
    • Journal Title

      International Journal of Software Innovation

      Volume: 6 Issue: 2 Pages: 37-49

    • DOI

      10.4018/ijsi.2018040104

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Data Migration Scheme Considering Node Reliability for an Autonomous Distributed Storage System2018

    • Author(s)
      Nunome Atsushi、Hirata Hiroaki
    • Journal Title

      Proceedings of the 5th International Conference on Computational Science/Intelligence and Applied Informatics (CSII 2018)

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Parallelizing the Construction of a k-Dimensional Tree2018

    • Author(s)
      Yamasaki Hiroki、Nunome Atsushi、Hirata Hiroaki
    • Journal Title

      Proceedings of the 3rd International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD 2018)

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A software implementation of speculative memory2017

    • Author(s)
      Fujisawa Kohei、Nunome Atsushi、Shibayama Kiyoshi、Hirata Hiroaki
    • Journal Title

      Proceedings of the 18th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017)

      Volume: 1 Pages: 437-443

    • DOI

      10.1109/snpd.2017.8022759

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Performance evaluation of delayed-committing transactional memory2017

    • Author(s)
      Ichii Sekai、Hayashi Shohei、Nunome Atsushi、Hirata Hiroaki、Shibayama Kiyoshi
    • Journal Title

      Proceedings of the 18th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017)

      Volume: 1 Pages: 445-451

    • DOI

      10.1109/snpd.2017.8022760

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An autonomous configuration scheme of storage tiers for distributed file system2017

    • Author(s)
      Shimano Shingo、Nunome Atsushi、Yokoi Yuta、Shibayama Kiyoshi、Hirata Hiroaki
    • Journal Title

      Proceedings of the 18th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017)

      Volume: 1 Pages: 453-458

    • DOI

      10.1109/snpd.2017.8022761

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Dynamic Configuration Scheme of Storage Tiers for an Autonomous Distributed Storage System2017

    • Author(s)
      Shimano Shingo、Nunome Atsushi、Yokoi Yuta、Shibayama Kiyoshi、Hirata Hiroaki
    • Journal Title

      Information Engineering Express

      Volume: 3 Pages: 91-104

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] スレッドレベル並列投機実行のためのデータ依存解析機構2017

    • Author(s)
      出島 貴史, 布目 淳, 平田 博章
    • Journal Title

      情報処理学会第79回全国大会講演論文集

      Volume: 1 Pages: 67-68

    • NAID

      170000174285

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] An Interval Control Method for Status Propagation in an Autonomous Distributed Storage System2016

    • Author(s)
      Atsushi Nunome, Hiroaki Hirata, Kiyoshi Shibayama
    • Journal Title

      Proceedings of the 14th International Conference on Computer and Information Science

      Volume: なし

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Speculative Memory: An Architectural Support for Explicit Speculations in Multithreaded Programming2016

    • Author(s)
      Hiroaki Hirata, Atushi Nunome, Kiyoshi Shibayama
    • Journal Title

      Proceedings of the 14th International Conference on Computer and Information Science

      Volume: なし

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] スレッドレベル並列投機実行のためのデータ値予測機構2015

    • Author(s)
      小路勇気,布目淳,平田博章,柴山潔
    • Journal Title

      第14回情報科学技術フォーラム(FIT2015)講演論文集

      Volume: 1 Pages: 243-244

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Presentation] A Data Migration Scheme Considering Node Reliability for an Autonomous Distributed Storage System2018

    • Author(s)
      Nunome Atsushi
    • Organizer
      5th International Conference on Computational Science/Intelligence and Applied Informatics (CSII 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Parallelizing the Construction of a k-Dimensional Tree2018

    • Author(s)
      Yamasaki Hiroki
    • Organizer
      3rd International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A software implementation of speculative memory2017

    • Author(s)
      Fujisawa Kohei
    • Organizer
      18th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Performance evaluation of delayed-committing transactional memory2017

    • Author(s)
      Hayashi Shohei
    • Organizer
      18th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An autonomous configuration scheme of storage tiers for distributed file system2017

    • Author(s)
      Yokoi Yuta
    • Organizer
      18th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] スレッドレベル並列投機実行のためのデータ依存解析機構2017

    • Author(s)
      出島 貴史
    • Organizer
      情報処理学会第79回全国大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2016 Research-status Report
  • [Presentation] An Interval Control Method for Status Propagation in an Autonomous Distributed Storage System2016

    • Author(s)
      Atsushi Nunome
    • Organizer
      International Conference on Computer and Information Science
    • Place of Presentation
      Okayama convention center
    • Year and Date
      2016-06-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Speculative Memory: An Architectural Support for Explicit Speculations in Multithreaded Programming2016

    • Author(s)
      Hiroaki Hirata
    • Organizer
      International Conference on Computer and Information Science
    • Place of Presentation
      Okayama convention center
    • Year and Date
      2016-06-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] スレッドレベル並列投機実行のためのデータ値予測機構2015

    • Author(s)
      小路勇気
    • Organizer
      情報科学技術フォーラム(FIT2015)
    • Place of Presentation
      愛媛大学
    • Year and Date
      2015-09-15
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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