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A Method of Cloud Reliability Assessment Based on Big Data Analysis with Application to Software Tool

Research Project

Project/Area Number 15K00102
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Software
Research InstitutionTokyo City University (2017)
Yamaguchi University (2015-2016)

Principal Investigator

Tamura Yoshinobu  東京都市大学, 知識工学部, 教授 (20368608)

Co-Investigator(Kenkyū-buntansha) 山田 茂  鳥取大学, 工学研究科, 教授 (50166708)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywordsビッグデータ / クラウドコンピューティング / ソフトウェア / 信頼性
Outline of Final Research Achievements

In this research, we have focused on the big data on cloud computing. The big data and cloud computing are now attracting attention as the next-generation software service paradigm. In case of considering the effect of external factors on entire system in the development of software reliability assessment methods for cloud computing, it is necessary to grasp the deeply-intertwined factors. Then, we consider that three factors of big data have an effect on the cloud computing, directly and indirectly. We have proposed a method of software dependability and reliability assessment based on jump diffusion process modeling in order to consider the indirect factors. In particular, we have developed the three-dimensional application software for reliability and cost optimization analyses based on the proposed method. Moreover, the three-dimensional application software have been developed and opened as the open source software.

Report

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

    (71 results)

All 2018 2017 2016 2015 Other

All Journal Article (40 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 36 results,  Open Access: 8 results,  Acknowledgement Compliant: 31 results) Presentation (23 results) (of which Int'l Joint Research: 2 results,  Invited: 5 results) Book (1 results) Remarks (7 results)

  • [Journal Article] Dependability analysis tool considering the optimal data partitioning in a mobile cloud2017

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Reliability Modeling with Computer and Maintenance Applications

      Volume: - Pages: 45-60

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fault identification and reliability assessment tool based on deep learning for fault big data2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Journal of Software Networking

      Volume: 2017 Issue: 1 Pages: 161-174

    • DOI

      10.13052/jsn2445-9739.2017.008

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Open source software cost analysis with fault severity levels based on stochastic differential equation models2017

    • Author(s)
      Yoshinobu Tamura and Shigeru Yamada
    • Journal Title

      Journal of Life Cycle Reliability and Safety Engineering

      Volume: 6 Issue: 1 Pages: 31-35

    • DOI

      10.1007/s41872-017-0009-5

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dependability analysis tool based on multi-dimensional stochastic noisy model for cloud computing with big data2017

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      International Journal of Mathematical, Engineering and Management Sciences

      Volume: 2 Pages: 273-287

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Software reliability and cost analysis considering service user for cloud with big data2017

    • Author(s)
      Y. Tamura, T. Takeuchi, and S. Yamada
    • Journal Title

      International Journal of Reliability, Quality and Safety Engineering

      Volume: 24 Pages: 1-14

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimization and reliability analysis tool based on multi-dimensional wiener processes for big data on cloud computing2017

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the 23rd ISSAT International Conference on Reliability and Quality in Design

      Volume: - Pages: 185-189

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Reliability and maintainability analysis and its tool based on deep learning for fault big data2017

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the IEEE International Conference on Reliability, Infocom Technology and Optimization

      Volume: - Pages: 104-109

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 3D application for dependability assessment based on three noisy models for cloud computing2017

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the 11th International Conference on Project Management

      Volume: - Pages: 320-326

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Quantitative OSS project assessment based on process capability index2017

    • Author(s)
      S. Yamada and Y. Tamura
    • Journal Title

      Proceedings of 2017 International Conference on Infocom Technologies and Unmanned Systems

      Volume: - Pages: 3-7

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] モバイルクラウドの最適データ分割を考慮したソフトウェア最適メンテナンス時刻推定のためのアプリケーション2017

    • Author(s)
      田村慶信, 山田茂
    • Journal Title

      統計数理研究所共同研究レポート「最適化:モデリングとアルゴリズム29」

      Volume: 29 Pages: 221-228

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Economic impact of software patching and optimal release scheduling2016

    • Author(s)
      A. Anand M. Agarwal, Y. Tamura, and S. Yamada
    • Journal Title

      Quality and Reliability Engineering International

      Volume: - Issue: 1 Pages: 1-9

    • DOI

      10.1002/qre.1997

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Reliability and interaction analysis based on fault data clustering and neural network for cloud software with big data2016

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Amity Journal of Interdisciplinary Research

      Volume: - Pages: 75-80

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Identification method of fault level based on deep learning for open source software2016

    • Author(s)
      Y. Tamura, S. Ashida, M. Matsumoto, and S. Yamada
    • Journal Title

      Software Engineering Research, Management and Applications, Studies in Computational Intelligence

      Volume: - Pages: 65-76

    • DOI

      10.1007/978-3-319-33903-0_5

    • ISBN
      9783319339023, 9783319339030
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Software reliability model selection based on deep learning with application to the optimal release problem2016

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Journal of Industrial Engineering and Management Science

      Volume: - Issue: 1 Pages: 43-58

    • DOI

      10.13052/jiems2446-1822.2016.003

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Software reliability model selection based on deep learning2016

    • Author(s)
      Y. Tamura, M. Matsumoto, and S. Yamada
    • Journal Title

      Proceedings of the International Conference on Industrial Engineering, Management Science and Application 2016

      Volume: - Pages: 77-81

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Deep learning approach for reliability assessment of cloud software2016

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: - Pages: 138-142

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Jump diffusion process model considering the optimal data partitioning for cloud with big data2016

    • Author(s)
      T. Takeuchi, Y. Tamura, and S. Yamada
    • Journal Title

      Proceedings of the 22nd ISSAT International Conference on Reliability and Quality in Design

      Volume: - Pages: 167-171

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Open source software reliability assessment based on deep learning2016

    • Author(s)
      Y. Tamura, M. Matsumoto, and S. Yamada
    • Journal Title

      Proceedings of the 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Volume: - Pages: 509-516

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Quantitative interdependency analysis based on deep learning for cloud and database software2016

    • Author(s)
      Y. Tamura, S. Ashida, and S. Yamada
    • Journal Title

      Proceedings of the Thirteenth International Conference on Industrial Management

      Volume: - Pages: 325-331

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Comparison of big data analyses for reliable open source software2016

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management

      Volume: -

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Fault identification tool based on deep learning for fault big data2016

    • Author(s)
      Y. Tamura, S. Ashida, and S. Yamada
    • Journal Title

      Proceedings of the 3rd International Conference on Information Science and Security

      Volume: - Pages: 69-72

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Reliability analysis based on deep learning for fault big data on bug tracking system2016

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the IEEE International Conference on Reliability, Infocom Technology and Optimization

      Volume: - Pages: 37-42

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Component-oriented reliability assessment approach based on decision-making frameworks for open source software2016

    • Author(s)
      S. Yamada and Y. Tamura
    • Journal Title

      Principles of Performance and Reliability Modeling and Evaluation, Springer Series in Reliability Engineering

      Volume: - Pages: 587-608

    • DOI

      10.1007/978-3-319-30599-8_23

    • ISBN
      9783319305974, 9783319305998
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] クラウド上のビッグデータによる外的要因を考慮したソフトウェアの最適メンテナンス問題2016

    • Author(s)
      田村慶信, 信川ゆみ, 山田茂
    • Journal Title

      京都大学数理解析研究所講究録「不確実・不確定性の下での数理意思決定モデルとその周辺」研究集会講究録

      Volume: 1990 Pages: 183-190

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Reliability computing and management considering the network traffic for a cloud computing2016

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Annals of Operations Research

      Volume: VOL. 236 Issue: 1 Pages: 1-14

    • DOI

      10.1007/s10479-016-2140-5

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] クラウドとビッグデータにおけるフォールト検出パターンを考慮した2次元確率微分方程式モデルに基づく最適メンテナンス問題2016

    • Author(s)
      田村慶信,山田茂
    • Journal Title

      統計数理研究所共同研究レポート「最適化:モデリングとアルゴリズム28」

      Volume: 28 Pages: 1-8

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Practical reliability and maintainability analysis tool for an open source cloud computing2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Quality and Reliability Engineering International

      Volume: - Issue: 3 Pages: 1-12

    • DOI

      10.1002/qre.1802

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Software reliability analysis considering the fault detection trends for big data on cloud computing2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Industrial Engineering Management Science and Applications 2015, Lecture Notes in Electrical Engineering 349

      Volume: VOL. 349 Pages: 1021-1030

    • DOI

      10.1007/978-3-662-47200-2_106

    • ISBN
      9783662471999, 9783662472002
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Reliability analysis based on a jump diffusion model with two Wiener processes for cloud computing with big data2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Entropy

      Volume: VOL. 17 Issue: 7 Pages: 4533-4546

    • DOI

      10.3390/e17074533

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Cost optimization based on decision-making and reliability modeling for big data on cloud computing2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      An International Journal of Communications in Dependability and Quality Management

      Volume: VOL. 18 Pages: 5-19

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Three dimensional Wiener processes model and optimal software maintenance planning2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the Ninth International Conference on Mathematical Methods in Reliability

      Volume: - Pages: 863-870

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Optimal maintenance problem based on hazard rate model for mobile clouds2015

    • Author(s)
      Y. Nobukawa, Y. Tamura, and S. Yamada
    • Journal Title

      Proceedings of the 21st ISSAT International Conference on Reliability and Quality in Design

      Volume: - Pages: 84-88

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Reliability assessment based on jump diffusion model for cloud computing under the influence of big data2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the 21st ISSAT International Conference on Reliability and Quality in Design

      Volume: - Pages: 99-103

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Hazard rate model considering various factors for mobile clouds2015

    • Author(s)
      M. Matsumoto, Y. Tamura, and S. Yamada
    • Journal Title

      Proceedings of the 21st ISSAT International Conference on Reliability and Quality in Design

      Volume: - Pages: 203-207

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Mobile application for reliability assessment based on three noisy models for cloud computing2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the 2nd East Asia Workshop on Industrial Engineering

      Volume: - Pages: 104-109

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Software reliability model considering the optimal data partitioning for a mobile cloud2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the 8th Japan-Korea Software Management Symposium

      Volume: - Pages: 30-42

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A method of reliability assessment based on hazard rate by clustering approach for cloud computing with big data2015

    • Author(s)
      Y. Tamura, Y. Nobukawa, and S. Yamada
    • Journal Title

      Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management

      Volume: - Pages: 732-736

    • DOI

      10.1109/ieem.2015.7385744

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A method of reliability assessment based on neural network and fault data clustering for cloud with big data2015

    • Author(s)
      Y. Tamura, Y. Nobukawa, and S. Yamada
    • Journal Title

      Proceedings of the 2nd International Conference on Information Science and Security

      Volume: - Pages: 181-184

    • DOI

      10.1109/icissec.2015.7370965

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] クラウド上のビッグデータによる外的要因を考慮したソフトウェアの最適メンテナンス問題2015

    • Author(s)
      田村慶信,山田茂
    • Journal Title

      京都大学数理解析研究所講究録「不確実性の下での数理モデルとその周辺」研究集会講究録

      Volume: 1939 Pages: 247-255

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Software reliability assessment tool based on fault data clustering and hazard rate model considering cloud computing with big data2015

    • Author(s)
      Y. Tamura and S. Yamada
    • Journal Title

      Proceedings of the IEEE International Conference on Reliability, Infocom Technology and Optimization

      Volume: - Pages: 23-28

    • DOI

      10.1109/icrito.2015.7359208

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] オープンソースプロジェクトの不確実性を考慮した開発工数予測モデルと適用事例2018

    • Author(s)
      田村慶信,山田茂
    • Organizer
      プロジェクトマネジメント学会 2018年度春季研究発表大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ディープラーニングに基づくオープンソースソフトウェアの信頼性と保全性評価に関する一考察2017

    • Author(s)
      田村慶信,山田茂
    • Organizer
      電子情報通信学会 信頼性研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Reliability assessment and cost optimization tools for cloud service with big data by using open source software2017

    • Author(s)
      Y. Tamura
    • Organizer
      International Conference on Industrial Engineering, Management Science and Applications
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] オープンソースプロジェクトにおけるフォールトデータ分析と信頼性評価法2017

    • Author(s)
      田村慶信
    • Organizer
      IEEE Reliability Society Japan Joint Chapter Seminar
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] ディープラーニングに基づくオープンソースソフトウェアの信頼性・保全性評価ツールの開発2017

    • Author(s)
      田村慶信,山田茂
    • Organizer
      電子情報通信学会 信頼性研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ソフトウェア信頼性評価のためのNW.jsに基づくアプリケーションソフトウェアの開発2017

    • Author(s)
      田村慶信,山田茂
    • Organizer
      プロジェクトマネジメント学会 2017年度 秋季研究発表大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ソフトウェア画面構成を考慮した深層学習に基づくOSSプロジェクトのフォールト識別法2017

    • Author(s)
      田村慶信,山田茂
    • Organizer
      日本オペレーションズ・リサーチ学会 平成29年秋季研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Identification method of fault level based on deep learning considering software screen information2017

    • Author(s)
      Y. Tamura and S. Yamada
    • Organizer
      Proceedings of the 10th Japan-Korea Software Management Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ディープラーニングに基づくソフトウェア故障発生時間間隔の推定法2017

    • Author(s)
      田村慶信,芦田哲,松本光穂,山田茂
    • Organizer
      京都大学数理解析研究所 研究集会「確率的環境下における数理モデルの理論と応用」
    • Related Report
      2017 Annual Research Report
  • [Presentation] ソフトウェア信頼性評価と最適リリース時刻推定のためのモバイルアプリケーション開発2016

    • Author(s)
      芦田哲,田村慶信,山田茂
    • Organizer
      第18回 IEEE広島支部 学生シンポジウム
    • Place of Presentation
      山口大学工学部 常盤キャンパス(山口県・宇部市)
    • Year and Date
      2016-11-19
    • Related Report
      2016 Research-status Report
  • [Presentation] クラウドデータの運用環境を考慮したソフトウェア信頼性評価法2016

    • Author(s)
      竹内智哉,田村慶信,山田茂
    • Organizer
      第18回 IEEE広島支部 学生シンポジウム
    • Place of Presentation
      山口大学工学部 常盤キャンパス(山口県・宇部市)
    • Year and Date
      2016-11-19
    • Related Report
      2016 Research-status Report
  • [Presentation] オープンソースソフトウェアに対する信頼性評価の適用例と最近の動向2016

    • Author(s)
      田村慶信
    • Organizer
      日本オペレーションズ・リサーチ学会 2016年度中部支部シンポジウム
    • Place of Presentation
      ウインクあいち(愛知県・名古屋市)
    • Year and Date
      2016-09-17
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] OSSフォールトデータ分析ツールの開発とその考察2016

    • Author(s)
      田崎諒也,田村慶信,山田茂
    • Organizer
      プロジェクトマネジメント学会 2016年度秋季研究発表大会
    • Place of Presentation
      広島修道大学(広島県・広島市)
    • Year and Date
      2016-09-01
    • Related Report
      2016 Research-status Report
  • [Presentation] オープンソースソフトウェアに対するディープラーニングに基づくフォールト分析に関する比較と考察2016

    • Author(s)
      田村慶信,芦田哲,山田茂
    • Organizer
      プロジェクトマネジメント学会 2016年度秋季研究発表大会
    • Place of Presentation
      広島修道大学(広島県・広島市)
    • Year and Date
      2016-09-01
    • Related Report
      2016 Research-status Report
  • [Presentation] モバイルクラウドに対する影響要因を考慮したハザードレートモデルに基づく信頼性管理2016

    • Author(s)
      松本光穂,田村慶信,山田茂
    • Organizer
      プロジェクトマネジメント学会 2016年度秋季研究発表大会
    • Place of Presentation
      広島修道大学(広島県・広島市)
    • Year and Date
      2016-09-01
    • Related Report
      2016 Research-status Report
  • [Presentation] オープンソースソフトウェアに対するフォールトデータ分析ツールの開発2016

    • Author(s)
      田村慶信,芦田哲,松本光穂,山田茂
    • Organizer
      電子情報通信学会 信頼性研究会
    • Place of Presentation
      小樽経済センター(北海道・小樽市)
    • Year and Date
      2016-07-29
    • Related Report
      2016 Research-status Report
  • [Presentation] オープンソースソフトウェアに対するディープラーニングに基づくフォールト識別法2016

    • Author(s)
      田村慶信,芦田哲,松本光穂,山田茂
    • Organizer
      電子情報通信学会 信頼性研究会
    • Place of Presentation
      ウインクあいち(愛知県・名古屋市)
    • Year and Date
      2016-05-28
    • Related Report
      2016 Research-status Report
  • [Presentation] オープンソースソフトウェアとクラウドの信頼性2016

    • Author(s)
      田村慶信
    • Organizer
      プロジェクトマネジメント学会 中国支部 特別講演会
    • Place of Presentation
      サテライトキャンパスひろしま(広島県・広島市)
    • Year and Date
      2016-01-29
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] 既存SRGMに基づく最適リリース時刻推定のためのモバイルアプリケーション2016

    • Author(s)
      芦田 哲, 田村慶信, 山田茂
    • Organizer
      IEEE Consumer Electronics Society West Japan Joint Chapter 研究会
    • Place of Presentation
      海峡メッセ下関(山口県・下関市)
    • Year and Date
      2016-01-22
    • Related Report
      2015 Research-status Report
  • [Presentation] モバイルOSSの運用環境特性を考慮した信頼性評価のためのモバイルアプリケーション2015

    • Author(s)
      木村研太,田村慶信,山田茂
    • Organizer
      第17回 IEEE広島支部 学生シンポジウム論文集
    • Place of Presentation
      岡山大学 津島キャンパス(岡山県・岡山市)
    • Year and Date
      2015-11-21
    • Related Report
      2015 Research-status Report
  • [Presentation] モバイルクラウドに対する変動要因を考慮したハザードレートモデルに基づく信頼性評価法2015

    • Author(s)
      松本光穂,田村慶信,山田茂
    • Organizer
      第17回 IEEE広島支部 学生シンポジウム論文集
    • Place of Presentation
      岡山大学 津島キャンパス(岡山県・岡山市)
    • Year and Date
      2015-11-21
    • Related Report
      2015 Research-status Report
  • [Presentation] モバイルクラウドに対するフォールトデータクラスタリングとハザードレートモデルに基づく信頼性評価法2015

    • Author(s)
      田村慶信,信川ゆみ,山田茂
    • Organizer
      日本オペレーションズ・リサーチ学会 平成27年秋季研究発表会アブストラクト集
    • Place of Presentation
      九州工業大学 戸畑キャンパス(福岡県・北九州市)
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] ビッグデータとクラウドを想定したフォールトデータクラスタリングに基づくソフトウェア信頼性評価法2015

    • Author(s)
      田村慶信,信川ゆみ,山田茂
    • Organizer
      電子情報通信学会 技術研究報告[ソフトウェアサイエンス]
    • Place of Presentation
      札幌市教育文化会館(北海道・札幌市)
    • Year and Date
      2015-07-22
    • Related Report
      2015 Research-status Report
  • [Book] OSS Reliability Measurement and Assessment2016

    • Author(s)
      S. Yamada, Y. Tamura
    • Total Pages
      185
    • Publisher
      Springer
    • Related Report
      2016 Research-status Report
  • [Remarks] CIAT Based on DL for OSS

    • URL

      http://tam.ims.tcu.ac.jp/

    • Related Report
      2017 Annual Research Report
  • [Remarks] 3DADA Based on TNM for CC with Big Data

    • URL

      http://tam.ims.tcu.ac.jp/

    • Related Report
      2017 Annual Research Report
  • [Remarks] FBDAT Based on DL for OSS

    • URL

      http://www.comm.tcu.ac.jp/~tamura/

    • Related Report
      2016 Research-status Report
  • [Remarks] RAT Based on HRM for OSS

    • URL

      http://www.comm.tcu.ac.jp/~tamura/

    • Related Report
      2016 Research-status Report
  • [Remarks] RA3DA Based on Clustering for Cloud with Big Data

    • URL

      http://www.sre.csse.yamaguchi-u.ac.jp/

    • Related Report
      2015 Research-status Report
  • [Remarks] RA3DA for Big Data on Cloud Computing

    • URL

      http://www.sre.csse.yamaguchi-u.ac.jp/

    • Related Report
      2015 Research-status Report
  • [Remarks] RAM3DA for Big Data on Cloud Computing

    • URL

      http://www.sre.csse.yamaguchi-u.ac.jp/

    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2023-03-16  

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