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Study on High-Performance and Reliable Load Balancing Technology for Academic Federated Cloud Platforms

Research Project

Project/Area Number 24240006
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Computer system/Network
Research InstitutionNational Institute of Informatics

Principal Investigator

AIDA Kento  国立情報学研究所, アーキテクチャ科学研究系, 教授 (80247212)

Co-Investigator(Renkei-kenkyūsha) SAKANE Eisaku  国立情報学研究所, 学術認証推進室, 特任准教授 (10437303)
MUNETOMO Masaharu  北海道大学, 情報基盤センター, 教授 (00281783)
KOBAYASHI Taizo  九州大学, 情報基盤研究開発センター, 学術研究員 (20467880)
Research Collaborator Abdul-Rahman Omar  国立情報学研究所, アーキテクチャ科学研究系, 特任助教
Project Period (FY) 2012-05-31 – 2016-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥45,630,000 (Direct Cost: ¥35,100,000、Indirect Cost: ¥10,530,000)
Fiscal Year 2015: ¥13,520,000 (Direct Cost: ¥10,400,000、Indirect Cost: ¥3,120,000)
Fiscal Year 2014: ¥11,960,000 (Direct Cost: ¥9,200,000、Indirect Cost: ¥2,760,000)
Fiscal Year 2013: ¥9,100,000 (Direct Cost: ¥7,000,000、Indirect Cost: ¥2,100,000)
Fiscal Year 2012: ¥11,050,000 (Direct Cost: ¥8,500,000、Indirect Cost: ¥2,550,000)
Keywordsクラウドコンピューティング / ハイパフォーマンス・コンピューティング
Outline of Final Research Achievements

Federated cloud organized by cloud platforms distributed over multiple sites is a promising platform for research and education in academic communities. However, a load balancing technology to assign application programs to suitable cloud platforms has not been established. In this project, we conducted the study on the load balancing technology that enabled high-performance and reliable computing by utilizing cloud platforms distributed over multiple sites. We proposed application performance models on cloud platforms and developed a software system to select suitable cloud platforms by collecting application performance characteristics.

Report

(5 results)
  • 2016 Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (14 results)

All 2016 2015 2014 2013 2012

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Acknowledgement Compliant: 4 results,  Open Access: 1 results) Presentation (8 results)

  • [Journal Article] Performance of Hadoop Application on Hybrid Cloud2015

    • Author(s)
      Hayata Ohnaga, Kento Aida, Omar Abdul-Rahman
    • Journal Title

      Proceedings of the International Conference on Cloud Computing Research and Innovation (ICCCRI2015)

      Volume: - Pages: 130-138

    • DOI

      10.1109/icccri.2015.25

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Long-Term Performance Evaluation of Hadoop Jobs in Public and Community Clouds2015

    • Author(s)
      Kento Aida, Omar Abdul-Rahman, Eisaku Sakane, Kazutaka Motoyama
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E98.D Issue: 6 Pages: 1176-1184

    • DOI

      10.1587/transinf.2014EDP7274

    • NAID

      130005072402

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2015 Annual Research Report 2013 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Towards Understanding the Behavior of Users in Utilizing Google Cloud: Mice and Elephants Phenomena2014

    • Author(s)
      Omar Abdul-Rahman, Kento Aida
    • Journal Title

      Proceedings of the 6th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2014)

      Volume: - Pages: 272-277

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Multi-Layered Architecture for the Management of Virtualized Application Environments within Inter-Cloud Platforms2013

    • Author(s)
      Omar Abdul-Rahman, Kento Aida
    • Journal Title

      Proceedings of the 5th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2013)

      Volume: - Pages: 238-243

    • DOI

      10.1109/cloudcom.2013.138

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Evaluation on the Performance Fluctuation of Hadoop Jobs in the Cloud2013

    • Author(s)
      Kento Aida, Omar Abdul-Rahman, Eisaku Sakane, Kazutaka Motoyama
    • Journal Title

      Proceedings of the 16th IEEE International Conference on Computational Science and Engineering (CSE 2013)

      Pages: 159-166

    • DOI

      10.1109/cse.2013.34

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Performance Degradation in HPC Applications with VM Consolidation2012

    • Author(s)
      Yuya Hashimoto, Kento Aida
    • Journal Title

      Proceedings of The Third International Conference on Networking and Computing, 3rd International Workshop on Advances in Networking and Computing

      Pages: 273-277

    • DOI

      10.1109/icnc.2012.50

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] コンテナクラスタ用ポータブルロードバランサの検討2016

    • Author(s)
      高橋 公俊, 合田 憲人
    • Organizer
      情報処理学会第28回コンピュータシステム・シンポジウム (ComSys2016)
    • Place of Presentation
      法政大学(東京都)
    • Related Report
      2015 Annual Research Report
  • [Presentation] Performance of Hadoop Application on Hybrid Cloud2015

    • Author(s)
      Hayata Ohnaga, Kento Aida, Omar Abdul-Rahman
    • Organizer
      Annual Meeting on Advanced Computing System and Infrastructure (ACSI 2015)
    • Place of Presentation
      つくば国際会議場 (茨城県)
    • Year and Date
      2015-01-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Performance Evaluation of Docker Image Transfer toward Optimal Containers Deployment2015

    • Author(s)
      Kai Liu, Kento Aida, Shigetoshi Yokoyama, Yoshinobu Masatani
    • Organizer
      電子情報通信学会サービスコンピューティング研究専門委員会第15回研究会 電子情報通信学会技術研究報告, vol. 115, no. 236, SC2015-9
    • Place of Presentation
      国立情報学研究所(東京都)
    • Related Report
      2015 Annual Research Report
  • [Presentation] Inter-Cloud Workload Dispatcher2014

    • Author(s)
      Omar Abdul-Rahman, Kento Aida
    • Organizer
      SC14 Research Exhibit, #506, National Institute of Informatics
    • Place of Presentation
      New Orleans, 米国
    • Year and Date
      2014-11-17 – 2014-11-20
    • Related Report
      2014 Annual Research Report 2013 Annual Research Report
  • [Presentation] ハイブリッドクラウドにおけるHadoop処理の性能評価2014

    • Author(s)
      大長勇太, 合田憲人, Omar ABDUL-RAHMAN
    • Organizer
      電子情報通信学会技術研究報告, vol. 114, no. 155, CPSY2014-13
    • Place of Presentation
      朱鷺メッセ 新潟コンベンションセンター (新潟県)
    • Year and Date
      2014-07-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] クラウド上でのHadoopジョブの性能変動2013

    • Author(s)
      合田憲人,Omar Abdul-Rahman,坂根栄作,本山一隆
    • Organizer
      電子情報通信学会技術研究報告 vol. 113, no. 282, CPSY2013-56
    • Place of Presentation
      広島大学
    • Year and Date
      2013-11-08
    • Related Report
      2013 Annual Research Report
  • [Presentation] StarCloud: Optimizing a Testing Framework for Android Development2013

    • Author(s)
      Jared Ravetch, Kento Aida
    • Organizer
      情報処理学会研究報告 2013-HPC-138
    • Place of Presentation
      福井県あわら市
    • Related Report
      2012 Annual Research Report
  • [Presentation] MapReduceジョブ実行時の不要計算資源解放手法2013

    • Author(s)
      成瀬 宏輔, 合田 憲人
    • Organizer
      情報処理学会研究報告 2013-HPC-138
    • Place of Presentation
      福井県あわら市
    • Related Report
      2012 Annual Research Report

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Published: 2012-11-27   Modified: 2019-07-29  

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