MACHIDA Fumio
- Articles
- Enhancing Autonomous Vehicle Safety through N-version Machine Learning Systems
Qiang Wen; Mendonça Júlio; MACHIDA Fumio; Völp Marcus
IJCAI Workshop on Artificial Intelligence Safety, 2024-08 - A CTMDP Modeling for Multi-Stage Software Aging and Rejuvenation
Wang Nianqiu; MACHIDA Fumio
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, 2024-10 - 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 - Comparison of Machine Learning Algorithms for Detecting Software Aging in SQL Server
Nascimento Maria Gizele; MACHIDA Fumio; Moura Rafael J...
The 13th Latin-American Symposium on Dependable and Secure Computing, 2024-11 - 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, 2025-05 - 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, 2025-06 - 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, 2025-03 - 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, 2025-03 - A Comparative Analysis of Software Aging in Relational Database System Environments
Couto Herderson; MACHIDA Fumio; Callou Gustavo; Andrad...
IEEE Transactions on Emerging Topics in Computing/13(2)/pp.370-381, 2024 - 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(3)/pp.562-575, 2024 - Reliability Modeling for Three-version Machine Learning Systems through Bayesian Networks
Qiang Wen; MACHIDA Fumio
Reliability Engineering & System Safety/260, 2025-03 - Empirical architecture comparison of two-input machine learning systems for vision tasks
Kazuya Wakigami; Fumio Machida; Tuan Phung-Duc
Formal Aspects of Computing/36(4), 2024-06 - Understanding NFV-Enabled Vehicle Platooning Application: A Dependability View
Bai Jing; Li Yaru; Chang Xiaolin; Machida Fumio; Triv...
IEEE TRANSACTIONS ON CLOUD COMPUTING/11(4)/pp.3367-3380, 2023-10 - 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, 2023-12 - 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, 2023-11 - Bayesian Network Reliability Modeling for Three-version Machine Learning Systems
Qiang Wen; Machida Fumio
The 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks/pp.214-216, 2023-06 - Enhancing the Reliability of Perception Systems using N-version Programming and Rejuvenation
Mendonça Júlio; Machida Fumio; Völp Marcus
DSN Workshop on Dependable and Secure Machine Learning (DSML)/pp.149-156, 2023-06 - Characterizing Reliability of Three-version Traffic Sign Classifier System through Diversity Metrics
Qiang Wen; Machida Fumio
The 34th IEEE International Symposium on Software Reliability Engineering (ISSRE)/pp.333-343, 2023-10 - Software Aging Analysis in a Testing Framework
Douglas Dias; Andrade Ermeson; Machida Fumio
The 15th International Workshop on Software Aging and Rejuvenation (WoSAR)/pp.222-229, 2023-10 - Assuring Autonomy of UAVs in Mission-critical Scenarios by Performability Modeling and Analysis
Machida Fumio; Andrade Ermeson
ACM Transactions on Cyber-Physical Systems/8(3), 2023-09 - Using Diversities to Model the Reliability of Two-version Machine Learning Systems
Machida Fumio
IEEE Transactions on Emerging Topics in Computing/12(3)/pp.810-825, 2023-10 - 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), 2023-10 - A Comparative Analysis of Software Aging in Image Classifiers on Cloud and Edge
Andrade Ermeson; Pietrantuono Roberto; Machida Fumio; ...
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING/20(1)/pp.563-573, 2023-01 - Performability analysis of adaptive drone computation offloading with fog computing
Machida Fumio; Zhang Qingyang; Andrade Ermeson
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE/145/pp.121-135, 2023-08 - more...
- Enhancing Autonomous Vehicle Safety through N-version Machine Learning Systems