Rchr
J-GLOBAL ID:200901014802645898   Update date: Feb. 14, 2024

Tamura Yoshinobu

タムラ ヨシノブ | Tamura Yoshinobu
Affiliation and department:
Job title: Professor
Other affiliations (4):
  • 広島工業大学  講師
  • 広島工業大学  准教授
  • 鳥取環境大学  助手
  • 山口大学  大学院 理工学研究科 情報・デザイン工学系専攻(工学)   准教授
Homepage URL  (1): http://www.tam.eee.yamaguchi-u.ac.jp/
Research field  (2): Computer systems ,  Software
Research keywords  (7): エッジコンピューティング ,  クラウド ,  Stochastic Model ,  Reliability ,  AI ,  Big Data ,  Open Source Software
Research theme for competitive and other funds  (13):
  • 2023 - 2026 ヒト免疫システムを模倣したWeb3.0時代におけるクラウド・エッジ自動修復基盤の構築
  • 2020 - 2022 クラウドエッジ基盤に対する深層学習と数理モデルに基づくパフォーマンス最適化
  • 2015 - 2017 ビッグデータ解析に基づくクラウド信頼性評価法の開発と応用
  • 2015 - 2015 モバイルクラウドにおける最適データ分割と適応性能を有した高信頼化技術の開発(継続)
  • 2014 - 2014 モバイルクラウドにおける最適データ分割と適応性能を有した高信頼化技術の開発
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Papers (207):
  • L. Zhou, S. Miyamoto, Y. Tamura, H. Yamamoto. A note on reliability computation for linear consecutive-k-out-of-n:G systems using domination. Proceedings of the 7th Asian Conference of Management Science and Applications. 2023. 1-6
  • Yoshinobu Tamura, Shoichiro Miyamoto, Lei Zhou, Shigeru Yamada. OSS Sustainability Assessment Based on the Deep Learning Considering Effort Wiener Process Data. International Journal of Reliability, Quality and Safety Engineering. 2023. 31. 01
  • A. Anand, Chanchal, P.K. Kapur, Y. Tamura. Quantification of number of adopters: a study to showcase products-sold and products-in-use. International Journal of System Assurance Engineering and Management. 2023. ahead-of-print. ahead-of-print. 1-13
  • Y. Tamura, S. Yamada. Deep learning approach for OSS reliability assessment considering fault modification. Proceedings of the 28th ISSAT International Conference on Reliability and Quality in Design. 2023. 260-264
  • H. Sone, Y. Tamura, S. Yamada. Open source project evaluation methodology considering OSS-oriented EVM and number of potential faults. Proceedings of the 28th ISSAT International Conference on Reliability and Quality in Design. 2023. 270-273
more...
MISC (52):
  • 田村慶信, 山田茂. エッジ通信環境を考慮した2次元確率微分方程式モデルに基づく信頼性評価法. 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34」. 2023. 34. 1-7
  • 宮本翔一郎, 田村慶信, 山田茂. 深層学習に基づくパブリックソフトウェアリポジトリの信頼性評価法. 京都大学数理解析研究所講究録「確率的環境下での数理的意思決定とその周辺」研究集会講究録. 2023. 2242. 69-80
  • 曽根寛喜, 田村慶信, 山田茂. オープンソースプロジェクトにおける修正時間推移予測および実用性可能性の検討. 京都大学数理解析研究所講究録「確率的環境下での数理的意思決定とその周辺」研究集会講究録. 2023. 2242. 140-145
  • 田村慶信, 山田茂. エッジOSSアップグレードにおける工数管理の複数シナリオを考慮した最適メンテナンス問題. 京都大学数理解析研究所講究録「確率的環境下での数理的意思決定とその周辺」研究集会講究録. 2023. 2242. 184-192
  • 田村慶信, 曽根寛喜, 上木 僚太, 山田茂. エッジコンピューティングに対する通信環境の周期性変化を考慮したジャンプ拡散過程モデル. 京都大学数理解析研究所講究録「不確実環境下における意思決定数理の新展開」研究集会講究録. 2022. 2220. 184-190
more...
Books (15):
  • Optimal maintenance problem with OSS-oriented EVM for OSS project
    Reliability and Maintenance Modeling with Optimization, CRC Press Taylor & Francis Group 2023
  • Reliability assessment model based on Wiener process considering network environment for edge computing
    Reliability and Maintenance Modeling with Optimization, CRC Press Taylor & Francis Group 2023
  • Deep learning approach based on fault correction time for reliability assessment of cloud and edge open source software
    Predictive Analytics in System Reliability, Springer 2022
  • Statistical analysis approach for the quality assessment of open-source software
    System Assurances Modeling and Management, Elsevier B.V. 2022
  • Fault big data analysis based on effort prediction models and AI for open-source project
    Systems Performance Modeling, De Gruyter 2020
more...
Lectures and oral presentations  (228):
  • Reliability assessment method based on jump diffusion process and deep learning for open source software
    (Proceedings of the 2nd International Conference on Communication, Security and Artificial Intelligence)
  • RNNとLSTMを適用した深層学習に基づくクラウドOSSの信頼性評価
    (電気・情報関連学会中国支部 第74回連合大会講演論文集 2023)
  • OSSに対する信頼性評価のための3Dソフトウェアの開発とその応用
    (電気・情報関連学会中国支部 第74回連合大会講演論文集 2023)
  • 複数のOSSによる転移学習アルゴリズムに基づく信頼性評価
    (電気・情報関連学会中国支部 第74回連合大会講演論文集 2023)
  • OSSに対するWiener過程を考慮したデータ前処理と深層学習に基づく信頼性評価法と適合性評価
    (電気・情報関連学会中国支部 第74回連合大会講演論文集 2023)
more...
Works (19):
  • STMT for DDE (Statistical Method for Reliability-Evaluation and Testing Progress Control Based on Software Reliability Growth Models in the Software Testing Phase of Distributed Development Environment)
    Y. Tamura, S. Yamada, M. Kimura
  • SRAT for OSS (Software Reliability Assessment Tool for Open Source Software)
    Y. Tamura, Y. Matsushima, K. Hadatsuki, S. Yamada
  • RPAT for embedded OSS (Reliability/Portability Assessment Tool for Embedded Open Source Software)
    Y. Tamura, T. Nakamichi, Y. Yoshida, S. Yamada
  • SRAT for OSSol on Java (Software Reliability Assessment Tool for Open Source Solution on Java)
    Y. Tamura, K. Kubota, Y. Yamamoto, S. Yamada
  • OSS RPAT for Embedded System (Open Source Software Reliability Analysis Tool for Embedded System)
    Y. Tamura, N. Kanoya, S. Yamada
more...
Professional career (1):
  • A Doctor Course Degree
Work history (7):
  • 2021/04 - 現在 Yamaguchi University Graduate School of Sciences and Technology for Innovation Professor
  • 2017/04 - 2021/03 Tokyo City University Faculty of Knowledge Engineering Professor
  • 2016/04 - 2017/03 Yamaguchi University Graduate School of Sciences and Technology for Innovation Associate Professor
  • 2009/04 - 2016/03 YAMAGUCHI UNIVERSITY Graduate School of Science and Engineering(Engineering) Associate Professor
  • 2008/10/01 - 2009/03/31 Hiroshima Institute of Technology Associate Professor
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Committee career (195):
  • 2023/06 - 現在 日本信頼性学会 評議員
  • 2023/05 - 現在 プロジェクトマネジメント学会 論文審査委員会 委員
  • 2023/01 - 現在 プロジェクトマネジメント学会 中国支部長
  • 2022 - 現在 A Member of the Program Committee, 27th ISSAT International Conference on Reliability and Quality in Design
  • 2022 - 現在 A Member of the Program Committee, Workshop on Recent Advances in Software Dependability (RASD) in the 27th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2022)
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Awards (9):
  • 2023/05 - The IEEE 4th International Conference on Intelligent, Engineering & Management AMITY GLOBAL ACADEMIC EXCELLENCE AWARD
  • 2022/12 - The IEEE International Conference on Industrial Engineering and Engineering Management OUTSTANDING PAPER AWARD Cyclic jump diffusion process modeling based on different effort consumption scenarios for OSS multi up-gradation
  • 2018/08 - BEST PAPER AWARD Optimization and reliability analysis tool based on multi-dimensional Wiener processes for big data on cloud computing
  • 2017/09 - HONORARY PROFESSOR The IEEE 6th International Conference on Reliability, Infocom Technology and Optimization
  • 2012/12 - BEST CONFERENCE PAPER AWARD Reliability analysis based on jump diffusion models for an open source cloud computing
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Association Membership(s) (5):
Reliability Engineering Association of Japan ,  IEEE ,  The Institute of Electronics Information and Communication Engineers ,  The Society of Project Management ,  The Operations Research Society of Japan
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