ホーム > 町田文雄/ Machida, Fumio

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. 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
2. 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)
3. 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)
4. Understanding NFV-Enabled Vehicle Platooning Application: A Dependability View Bai, Jing; Li, Yaru; Chang, Xiaolin; Machida, Fumio (+1 著者) Kishor S
IEEE TRANSACTIONS ON CLOUD COMPUTING 11: 3367 (2023) Semantic Scholar
5. Using Diversities to Model the Reliability of Two-version Machine Learning Systems Machida, Fumio
IEEE Transactions on Emerging Topics in Computing 12: 810 (2023) Semantic Scholar
6. Software Aging Analysis in a Testing Framework Douglas, Dias; Andrade, Ermeson; Machida, Fumio
The 15th International Workshop on Software Aging and Rejuvenation (WoSAR) 222 (2023)
7. 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) 333 (2023)
8. 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
9. Assuring Autonomy of UAVs in Mission-critical Scenarios by Performability Modeling and Analysis Machida, Fumio; Andrade, Ermeson
ACM Transactions on Cyber-Physical Systems 8: (2023) Semantic Scholar
10. 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: 121 (2023) Semantic Scholar
11. Model-Driven Dependability Assessment of Microservice Chains in MEC-Enabled IoT Bai, Jing; Chang, Xiaolin; Machida, Fumio; Trivedi, KishorLi, Yaru
IEEE TRANSACTIONS ON SERVICES COMPUTING 16: 2769 (2023) Semantic Scholar
12. 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) 149 (2023)
13. 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 214 (2023)
14. Software Aging in Real-Time Object Detection Systems on Edge Servers Watanabe, Kengo; Machida, Fumio; Andrade, Ermeson; Pietrantuono, RobertoCotroneo, Domenico
The 38th ACM/SIGAPP Symposium On Applied Computing (SAC) (2023)
15. A Comparative Analysis of Software Aging in Image Classifiers on Cloud and Edge Andrade, Ermeson; Pietrantuono, Roberto; Machida, Fumio; Cotroneo, Domenico
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING 20: 563 (2023) Semantic Scholar
16. 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) (2022)
17. 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) (2022)
18. Modeling and Analysis of Deforestation Prevention by Uncrewed Aerial Vehicles-based monitoring systems Machida, Fumio; Andrade, Ermeson
ENVIRONMENTAL MODELLING & SOFTWARE 158: (2022) Semantic Scholar
19. 2入力機械学習システムの信頼性と性能評価脇上和也; 町田, 文雄
第20回ディペンダブルシステムワークショップ (DSW 2022) (2022)
20. 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) (2022)

1 2 3 4 »

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

41. 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
42. 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
43. Safety-aware Weighted Voting for N-Version Machine Learning Systems Gao, Linyun; Machida, Fumio
第21回ディペンダブルシステムワークショップ
44. A Continuous-Time Markov Decision Process Formulation for Software Rejuvenation Systems Wang, Nianqiu; Machida, Fumio
第21回ディペンダブルシステムワークショップ
45. Reliability and Performance Evaluation of Two-input Machine Learning Systems Tuan, Phung-Duc; Kazuya, Wakigami; Fumio, Machida
28th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2023)
46. 2入力機械学習システムの信頼性と性能評価脇上和也; 町田, 文雄
第20回ディペンダブルシステムワークショップ (DSW 2022)
47. Toward performance and reliability assurance of UAV-based ecological monitoring systems 張清洋; 町田, 文雄
第20回ディペンダブルシステムワークショップ (DSW 2022)
48. Reliability Models and Analysis for Triple-model with Triple-input Machine Learning Systems Wen, Qiang; Machida, Fumio
IEEE Conference on Dependable and Secure Computing (DSC)
49. Availability Analysis of a Drone System with Proactive Offloading for Software Life-extension Watanabe, Kengo; Machida, Fumio
IEEE Conference on Omni-layer INtelligent Systems (COINS)
50. Analysis of Software Aging in a Blockchain Platform Dias, Douglas; Andrade, Ermeson; Machida, Fumio
The 14th International Workshop on Software Aging and Rejuvenation (WoSAR)
51. 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)
52. 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)
53. 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)
54. 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)