• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

An Enhanced Ontology Discovery System for Sustainable Hybrid Cloud Infrastructure Services

Research Project

Project/Area Number 24500100
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Computer system/Network
Research InstitutionKyushu Sangyo University

Principal Investigator

APDUHAN Bernady  九州産業大学, 情報科学部, 教授 (60238714)

Co-Investigator(Kenkyū-buntansha) SHIRATORI Norio  早稲田大学, 国際情報通信研究センター, 教授 (60111316)
Research Collaborator RAHAYU Wenny J.  オーストラリア、ラトローブ大学, 計算機科学部, 教授
TANIAR David  オーストラリア、モナシュ大学, ビジネスシステム校, 准教授
UCHIBAYASHI Toshihiro  九州産業大学, 非常勤講師 (90615353)
Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywordsオントロジー / エージェント / クラスタリング / ハイブリッドクラウド / クラウドコンピューティング / 持続的なクラウド / オントロジ / クラウドインフラサービス / 情報科学 / IaaSクラウドサービス / クラウド・コンピューティング / ハイブリッド・クラウド / マルチエージェント / クラウドオントロジ
Outline of Final Research Achievements

We proposed a framework and system prototype using agents and existing cloud ontology to filter the different public cloud IaaS services representation to obtain the best-fit required IaaS services. The agents measure the network usage of public clouds at regular time interval enabling the user to conduct search and selection with static and dynamic information. We then develop a search system to provide resiliency support for hybrid cloud. SLA ontology was added and evaluated using heuristic search algorithms. We used a generic method to cluster ontologies to extract sub-ontologies which makes the relationship between elements simpler and easy to store in the database. The search time was conducted by traversing the ontology tree, with clustering, and clustering with database. The latter exhibited a much shorter time. An ontology clustering scheme was proposed and exhibited a bias-free cluster compared to some generic methods.

Report

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

    (11 results)

All 2016 2015 2014 2013 2012 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (8 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] An Ontology Update Mechanism in IaaS Service Discovery System2013

    • Author(s)
      Toshihiro Uchibayashi, Bernady Apduhan, Norio Shiratori
    • Journal Title

      International Journal of Web Information Systems

      Volume: 9/4 Pages: 330-343

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Domain Specific Sub-Ontology Derivation End-User Tool for the Semantic Grid2013

    • Author(s)
      Toshihiro Uchibayashi, Bernady Apduhan, Norio Shiratori
    • Journal Title

      Telecommunication Systems Journal

      Volume: --- Issue: 1 Pages: 125-135

    • DOI

      10.1007/s11235-013-9757-3

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Towards an Adaptive Workflow with Multi-Agents in a Semantic Grid2012

    • Author(s)
      Toshihiro Uchibayashi, Bernady O. Apduhan, Norio Shiratori
    • Journal Title

      Proceedings of The 2012 12th International Conference on Computational Science and Its Applications

      Volume: 1 Pages: 20-24

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 効率的なIaaSクラウドサービス発見のためのオントロジクラスタリング手法2016

    • Author(s)
      新穂 一賢、内林 俊洋、アプドゥハン・ベーナディ
    • Organizer
      火の国情報シンポジウム2016
    • Place of Presentation
      宮崎大学(宮崎県宮崎市)
    • Year and Date
      2016-03-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] リシリエントハイブリッドクラウドシステムの提案2015

    • Author(s)
      内林 俊洋、アプドゥハン・ベーナディ、白鳥 則朗
    • Organizer
      第23回 情報処理学会マルチメディア通信と分散処理ワークショップ (DPSWS 2015)
    • Place of Presentation
      雲仙富貴屋(長崎県雲仙市)
    • Year and Date
      2015-10-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] Towards a Cloud Ontology Clustering Mechanism to Enhance IaaS Service Discovery and Selection2015

    • Author(s)
      Toshihiro Uchibayashi, Bernady Apduhan, Norio Shiratori
    • Organizer
      2015 International Conference on Computational Science and its Applications
    • Place of Presentation
      Banff, Alberta, Canada
    • Year and Date
      2015-06-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improving the Reliability and Availability of IaaS Services in Hybrid Clouds2015

    • Author(s)
      Bernady Apduhan, Mohammad Younas, Toshihiro Uchibayashi
    • Organizer
      2015 International Conference on Computational Science and its Applications
    • Place of Presentation
      Banff, Alberta, Canada
    • Year and Date
      2015-06-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Towards a Resilient Hybrid IaaS Cloud with Ontology and Agents2014

    • Author(s)
      Toshihiro Uchibayashi, Bernady O. Apduhan, Norio Shiratori
    • Organizer
      The 14th International Conference on Computational Science and its Applications /FiSTA 2014
    • Place of Presentation
      Guimaraes, Portugal
    • Year and Date
      2014-06-24 – 2014-06-27
    • Related Report
      2014 Research-status Report
  • [Presentation] A Framework of an Agent-based Support System for IaaS Service Discovery2013

    • Author(s)
      Toshihiro Uchibayashi, Bernady Apduhan, Norio Shiratori
    • Organizer
      The 13th International Conference on Computational Science and its Applications
    • Place of Presentation
      Ho Chi Minh City, Vietnam
    • Related Report
      2013 Research-status Report
  • [Presentation] An Image Processing-based Test Bench for Performance Evaluation in Hybrid Clouds2013

    • Author(s)
      Rafael D.C. Santos, Bernady Apduhan
    • Organizer
      The 13th International Conference on Computational Science and its Applications
    • Place of Presentation
      Ho Chi Minh City, Vietnam
    • Related Report
      2013 Research-status Report
  • [Presentation] Towards an Adaptive Workflow with Multi-Agents in a Semantic Grid

    • Author(s)
      Toshihiro Uchibayashi, Bernady O. Apduhan, Norio Shiratori
    • Organizer
      The 2012 12th International Conference on Computational Science and Its Applications
    • Place of Presentation
      ブラジル、 サルバドール市
    • Related Report
      2012 Research-status Report

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi