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町田文雄

Machida, Fumio

システム情報系 , 准教授
Institute of Systems and Information Engineering , Associate Professor

https://www.sd.cs.tsukuba.ac.jp/index.html

オープンアクセス版の論文は「つくばリポジトリ」で読むことができます。

1. Performance Analysis of Energy-efficient Reliable AIoT System Architectures Shoma, Nishio; Yuta, Makino; Tuan, Phung-Duc; Fumio, Machida
Journal of Systems Scalability 1: 6 (2026) Semantic Scholar
2. Multi-version Machine Learning and Rejuvenation for Resilient Perception in Safety-critical Systems Qiang, Wen; Mendonça, Júlio; MACHIDA, Fumio; Völp, Marcus
The 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (2025)
3. Vehicle Density-Aware Adaptive Offloading for UAV-Based Road Traffic Monitoring Furqan; Mohammad Dwipa; MACHIDA, Fumio; Andrade, Ermeson
The 9th IEEE International Conference on Fog and Edge Computing (2025)
4. Reliability Modeling for Three-version Machine Learning Systems through Bayesian Networks Qiang, Wen; MACHIDA, Fumio
Reliability Engineering & System Safety 260: (2025)
5. 多様な機械学習モデルを用いたAPIメソッドシーケンス推薦の信頼性改善松田, 蒼唯; 町田, 文雄
情報処理学会第219回ソフトウェア工学研究会 (2025)
6. 大規模言語モデルによるプログラム自動修復のパッチ生成過程の効率化細川, 隆之介; 町田, 文雄
情報処理学会第219回ソフトウェア工学研究会 (2025)
7. Comparison of Machine Learning Algorithms for Detecting Software Aging in SQL Server Nascimento; Maria Gizele; MACHIDA, Fumio; Moura (+1 著者) Andrade, Ermeson
The 13th Latin-American Symposium on Dependable and Secure Computing (2024)
8. A CTMDP Modeling for Multi-Stage Software Aging and Rejuvenation Wang, Nianqiu; MACHIDA, Fumio
The 35th International Symposium on Software Reliability Engineering Workshops (2024)
9. Energy Bugs in Object Detection Software on Battery-Powered Devices Hiroi, Ippo; MACHIDA, Fumio; Andrade, Ermeson
The 35th International Symposium on Software Reliability Engineering Workshops (2024)
10. Safety-Aware Weighted Voting for N-version Traffic Sign Recognition System Linyun, Gao; Qiang, Wen; MACHIDA, Fumio
The 35th International Symposium on Software Reliability Engineering Workshops (2024)
11. Enhancing Autonomous Vehicle Safety through N-version Machine Learning Systems Qiang, Wen; Mendonça, Júlio; MACHIDA, Fumio; Völp, Marcus
IJCAI Workshop on Artificial Intelligence Safety (2024)
12. Exploiting Transformer Models in Three-version Image Classification Systems Afrin; Shamima Poly; MACHIDA, Fumio
The 48th IEEE International Conference on Computers, Software, and Applications (2024)
13. Performability Modeling and Analysis for Real-Time Object Detection on UAV Systems Qingyang, Zhang; MACHIDA, Fumio; Andrade, Ermeson
The 48th IEEE International Conference on Computers, Software, and Applications (2024)
14. Maintaining Performance of a Machine Learning System Against Imperfect Retraining Wang, Zhengji; MACHIDA, Fumio
The 48th IEEE International Conference on Computers, Software, and Applications (2024)
15. Empirical architecture comparison of two-input machine learning systems for vision tasks Kazuya, Wakigami; Fumio, Machida; Tuan, Phung-Duc
Formal Aspects of Computing 36: (2024) Semantic Scholar
16. Understanding Container-based Services under Software Aging: Dependability and Performance Views Bai, Jin; Chang, Xiaolin; MACHIDA, Fumio; Trivedi, Kishor
IEEE Transactions on Sustainable Computing 10: 562 (2024)
17. A Comparative Analysis of Software Aging in Relational Database System Environments Couto, Herderson; MACHIDA, Fumio; Callou, Gustavo; Andrade, Ermeson
IEEE Transactions on Emerging Topics in Computing 13: 370 (2024)
18. エッジデバイスで動作する物体検出ソフトウェアのエナジーバグの調査廣井一歩; 町田, 文雄
第21回ディペンダブルシステムワークショップ (2023)
19. 複数カメラ画像を用いた3バージョン物体検出システムの信頼性評価高橋満帆; 町田, 文雄
日本信頼性学会第36回秋季信頼性シンポジウム (2023)
20. Reliability and Performance Evaluation of Two-input Machine Learning Systems Kazuya, Wakigami; Fumio, Machida; Tuan, Phung-Duc
Proceedings of 28th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2023) (2023) Semantic Scholar

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1. Handbook of Software Aging and Rejuvenation Machida, Fumio; Maciel; Paulo R. M (担当:分担執筆, 範囲:Markov chains and Petri nets)
World Scientific 2020年5月
2. Advances in Computers Trivedi; Kishor S; Andrade; Ermeson C; Machida, Fumio (担当:分担執筆, 範囲:Combining performance and availability analysis in practice)
2012年

81. Analysis of Software Aging in a Blockchain Platform Dias, Douglas; Andrade, Ermeson; Machida, Fumio
The 14th International Workshop on Software Aging and Rejuvenation (WoSAR)
82. Performance Bottleneck Analysis of Drone Computation Offloading to a Shared Fog Node Zhang, Qingyang; Machida, Fumio; Andrade, Ermeson
The 12th IEEE International Workshop on Software Certification (WoSoCer)
83. How Data Diversification Benefits the Reliability of Three-version Image Classification Systems Takahashi, Mitsuho; Machida, Fumio; Wen, Qiang
The 27th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC)
84. An Empirical Study on Software Aging of Long-Running Object Detection Algorithms Pietrantuono, Roberto; Domenico, Cotroneo; Andrade, Ermeson; Machida, Fumio
The 22nd IEEE International Conference on Software Quality, Reliability, and Security (QRS)
85. Software Aging in Real-Time Object Detection Systems on Edge Servers Watanabe, Kengo; Machida, Fumio; Andrade, Ermeson; Pietrantuono, Roberto; Cotroneo, Domenico
The 38th ACM/SIGAPP Symposium On Applied Computing (SAC)