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Load Balancing Algorithms for Energy-Efficient Cloud Computing Systems

Research Project

Project/Area Number 16K00142
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Information network
Research InstitutionRissho University

Principal Investigator

Enokido Tomoya  立正大学, 経営学部, 教授 (10360158)

Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords情報システム / 情報通信工学 / 計算機システム / 省エネルギー / アルゴリズム
Outline of Final Research Achievements

Cloud computing systems equipped with virtual machines are widely used to realize scalable, high performance and fault-tolerant information systems. Application processes are performed on virtual machines in a cloud computing system. Here, a large amount of electric energy is consumed in a cloud computing system since a cloud computing system is composed of a large number of servers and multiple servers consume electric energy to perform application processes on multiple virtual machines. In order to design an energy-efficient cloud computing system, processing load of virtual machines to perform application processes has to be balanced with one another and the total electric energy consumption of a cloud computing system has to be reduced. In this study, load balancing algorithms to allocate application processes to virtual machines are proposed so that the total electric energy consumption of a cloud computing system and the average computation time of each process can be reduced.

Academic Significance and Societal Importance of the Research Achievements

クラウド・システムは,新たな情報システム基盤であり,国内外の企業もクラウド・システム用いた各種サービス提供を事業化している.一方で,システムの大規模化やデータ量の増加等に伴う消費電力量の増大が問題となっている.本研究では,ハードウェアの消費電力特性だけでなく,ソフトウェアの実行も考慮した実サーバの電力消費モデルを提案する点で特色がある.また,応用プログラムが実行されている稼働中の実サーバの消費電力を削減できる点で新規性がある.本研究の実現により,大規模性,拡張性に優れたクラウド・システムを電力消費の観点からも有効な情報システム基盤として発展させることができる.

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (15 results)

All 2019 2018 2017 2016

All Journal Article (2 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 2 results,  Acknowledgement Compliant: 1 results) Presentation (13 results) (of which Int'l Joint Research: 12 results)

  • [Journal Article] Energy Consumption Laxity-Based Quorum Selection for Distributed Object-Based Systems2018

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Journal Title

      Journal of Evolutionary Intelligence

      Volume: 印刷中 Issue: 1 Pages: 1-12

    • DOI

      10.1007/s12065-018-0157-1

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Energy-aware Load Balancing Algorithm to Perform Computation Type Application Processes in a Cluster of Servers2017

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Journal Title

      International Journal of Web and Grid Services

      Volume: 13 Issue: 2 Pages: 145-169

    • DOI

      10.1504/ijwgs.2017.10004125

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] The Improved Energy-Efficient Quorum Selection with Excluding Meaningless Methods2019

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 33rd International Conference on Advanced Information Networking and Applications (AINA-2019)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Energy-Efficient Process Replication Algorithm Based on the Active Time of Cores2018

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 32nd IEEE International Conference on Advanced Information Networking and Applications (IEEE AINA-2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Energy-Efficient Process Replication by Forcing Meaningless Replicas to Terminate in Virtual Machine Environment2018

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 12th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Improved Transmission Energy Consumption Laxity Based (ITECLB) Algorithm for Virtual Machine Environments2018

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 21-th International Conference on Network-Based Information Systems (NBiS-2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Improved Transmission Energy Consumption Laxity-Based Algorithm with Parallel Data Transmission2018

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 13th International Conference on Broad-Band Wireless Computing, Communication and Applications (BWCCA-2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improved Energy-Efficient Quorum Selection Algorithm by Omitting Meaningless Methods2018

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 6th International Conference on Emerging Internet, Data and Web Technologies (EIDWT-2018)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Differentiating the Starting Time of Computation Process Replicas in the Improved Redundant Delay Time-Based (IRDTB) Algorithm2017

    • Author(s)
      Tomoya Enokido and Makoto Takizawa
    • Organizer
      The 31th International Conference on Advanced Information Networking and Applications (AINA-2017)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2017-03-27
    • Related Report
      2016 Research-status Report
  • [Presentation] Energy-Efficient Quorum Selection Algorithm for Distributed Object-Based Systems2017

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 11th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Energy-Efficient Role Ordering Scheduler2017

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 20th International Conference on Network-Based Information Systems (NBiS-2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Energy Efficient Load Balancing Algorithm Based on the Active Time of Cores2017

    • Author(s)
      Tomoya Enokido, Dilawaer Duolikun, and Makoto Takizawa
    • Organizer
      The 12th IEEE International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA-2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Energy-Efficient Process Replication Algorithm in Virtual Machine Environments2016

    • Author(s)
      Tomoya Enokido and Makoto Takizawa
    • Organizer
      The 11th International Conference on Broadband, Wireless Computing, Communication and Applications (BWCCA-2016)
    • Place of Presentation
      Asan, Korea
    • Year and Date
      2016-11-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Improved Redundant Delay Time-Based (IRDTB) Algorithm to Perform Computation Type Application Processes in Heterogeneous Server Clusters2016

    • Author(s)
      Tomoya Enokido and Makoto Takizawa
    • Organizer
      The 19th International Conference on Network-Based Information Systems (NBiS-2016)
    • Place of Presentation
      Ostrava, Czech
    • Year and Date
      2016-09-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Extended Power Consumption Model to Perform Computation Type Application Processes on Virtual Machines2016

    • Author(s)
      Tomoya Enokido and Makoto Takizawa
    • Organizer
      The 10th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2016)
    • Place of Presentation
      福岡,日本
    • Year and Date
      2016-07-06
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research

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Published: 2016-04-21   Modified: 2020-03-30  

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