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
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無人航空機によるリアルタイム映像監視システムの品質設計手法を開発
2025-06-27
町田 文雄
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機械学習システムの信頼性を評価する理論モデルを構築
2024-01-18
町田 文雄
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ドローンで取得した画像データ処理を高信頼化する技術を開発
2023-03-31
町田 文雄
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。
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61.
End-to-end reliability assurance of service chain embedding for network function virtualization
Shashank Bijwe; Fumio Machida; Shinya Ishida; Seiichi Koizumi
2017 IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2017 2017-: 1 (2017) Semantic Scholar
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62.
Analysis of an optimal stopping problem for software rejuvenation in a deteriorating job processing system
Fumio Machida; Naoto Miyoshi
RELIABILITY ENGINEERING & SYSTEM SAFETY 168: 128 (2017) Semantic Scholar
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63.
Lifetime Extension of Software Execution Subject to Aging
Fumio Machida; Jianwen Xiang; Kumiko Tadano; Yoshiharu Maeno
IEEE TRANSACTIONS ON RELIABILITY 66: 123 (2017) Semantic Scholar
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64.
A test design method for resilient system on cloud infrastructure
Masaya Fujiwaka; Fumio Machida; Seiichi Koizumi
PROCEEDINGS OF 2016 IEEE 9TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING (CLOUD) 440 (2016)
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65.
Availability modeling and analysis of a virtualized system using stochastic reward nets
Kim, DongSeong; Hong, Jin B; Nguyen, Tuan Anh; Machida, Fumio (+2 著者) Kishor S
IEEE Int’l Conf. on Computer and Information Technology (CIT) 210 (2016) Semantic Scholar
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66.
Virtual machine replication on archiving energy-efficiency in a cloud
Mondal; Subrota K; Muppala, Jogesh K; Machida, Fumio
Electronics 5: (2016) Semantic Scholar
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67.
An Asset-Based Development Approach for Availability and Safety Analysis on a Flood Alert System
Fumio Machida; Jianwen Xiang; Kumiko Tadano; Shigeru Hosono
Proceedings - 2015 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN-W 2015 51 (2015) Semantic Scholar
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68.
An Imperfect Fault Coverage Model With Coverage of Irrelevant Components
Jianwen Xiang; Fumio Machida; Kumiko Tadano; Yoshiharu Maeno
IEEE TRANSACTIONS ON RELIABILITY 64: 320 (2015) Semantic Scholar
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69.
Survivability as a Generalization of Recovery
Poul E. Heegaard; Bjarne E. Helvik; Kishor S. Trivedi; Fumio Machida
2015 11TH INTERNATIONAL CONFERENCE ON THE DESIGN OF RELIABLE COMMUNICATION NETWORKS (DRCN) 133 (2015)
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70.
Preventing recurrence of industrial control system accident using assurance case
Napolano, Mirko; Machida, Fumio; Pietrantuono, Roberto; Cotroneo, Domenico
Int’l Works. on Software Certification (WoSoCER) 182 (2015)
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71.
An optimal stopping problem for software rejuvenation in a job processing system
Machida, Fumio; Miyoshi, Naoto
Int’l Works. on Software Aging and Rejuvenation 132 (2015)
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72.
Just-in-time server procurement to private cloud for mobile thin-client service
Fumio Machida; Shunsuke Kohno; Kosuke Maebara; Masayuki Nakagawa
2015 11TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM) 261 (2015)
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73.
A Scalable Optimization Framework for Storage Backup Operations using Markov Decision Processes
Ruofan Xia; Fumio Machida; Kishor Trivedi
2015 IEEE 21ST PACIFIC RIM INTERNATIONAL SYMPOSIUM ON DEPENDABLE COMPUTING (PRDC) 169 - 178 (2015) Semantic Scholar
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74.
Optimizing Resiliency of Distributed Video Surveillance System for Safer City
Fumio Machida; Masaya Fujiwaka; Seiichi Koizumi; Daichi Kimura
2015 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) 17 (2015)
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75.
A Scalable Optimization Framework for Storage Backup Operations using Markov Decision Processes
Ruofan Xia; Fumio Machida; Kishor Trivedi
2015 IEEE 21ST PACIFIC RIM INTERNATIONAL SYMPOSIUM ON DEPENDABLE COMPUTING (PRDC) 169 (2015) Semantic Scholar
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76.
Performance and Availability Modeling of IT Systems with Data Backup and Restore
Ruofan Xia; Xiaoyan Yin; Javier Alonso Lopez; Fumio MachidaKishor S. Trivedi
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING 11: 375 (2014) Semantic Scholar
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77.
Is Cut Sequence Necessary in Dynamic Fault Trees?
Jianwen Xiang; Fumio Machida; Kumiko Tadano; Shigeru Hosono
2014 IEEE INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING WORKSHOPS (ISSREW) 138 (2014) Semantic Scholar
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78.
Server virtualized infrastructure for resilient voice communication service
Machida, Fumio; Mibu, Ryota; Gokurakuji, Junichi; Yanoo, Kazuo (+2 著者) Sugawara, Tomoyoshi
IEEE/IFIP Network Operations and Management Symposium (NOMS) 1 (2014)
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79.
Analysis of Persistence of Relevance in Systems with Imperfect Fault Coverage
Jianwen Xiang; Fumio Machida; Kumiko Tadano; Yoshiharu Maeno
COMPUTER SAFETY, RELIABILITY, AND SECURITY (SAFECOMP 2014) 8666: 109 (2014)
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80.
A Systematic Differential Analysis for Fast and Robust Detection of Software Aging
Rivalino Matias; Artur Andrzejak; Fumio Machida; Diego EliasKishor Trivedi
2014 IEEE 33RD INTERNATIONAL SYMPOSIUM ON RELIABLE DISTRIBUTED SYSTEMS (SRDS) 311 (2014) 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
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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
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1.
Nバージョン機械学習分類システムによる分類結果の正確性と安全性評価
町田, 文雄
日本信頼性学会 第30回春季信頼性シンポジウム 2022年5月
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2.
画像処理タスクのオフローディングによるドローンシステムのソフトウェア延命
渡邉賢吾; 町田, 文雄
ディペンダブルシステムワークショップ(DSW 2021) 2021年12月16日
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3.
Nバージョン機械学習モデルによるシステム高信頼化のための入力データ多様化
高橋満帆; 町田, 文雄
ディペンダブルシステムワークショップ(DSW 2021) 2021年12月16日
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4.
Availability Modeling for Drone Image Processing Systems with Adaptive Offloading
Machida, Fumio; Andrade, Ermeson
IEEE Pacific Rim International Symposium on Dependable Computing (PRDC) 2021年12月1日
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5.
Performance analysis of machine learning-based systems for detecting deforestation
Araujo, Michel de; Andrade, Ermeson; Machida, Fumio
Brazilian Symposium on Computing Systems Engineering (SBESC) 2021年11月21日
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6.
Memory Degradation Analysis in Private and Public Cloud Environments
Andrade, Ermeson; Machida, Fumio; Pietrantuono, Roberto; Cotroneo, Domenico
International Workshop on Software Aging and Rejuvenation 2021年10月25日
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7.
Failure threshold setting for Wiener-process-based remaining useful life estimation
Liu, Xingzhi; Machida, Fumio
IEEE Global Reliability & Prognostics and Health Management Conference 2021年10月15日
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8.
A Queueing Analysis of Multi-model Multi-input Machine Learning Systems
Tuan, Phung-Duc; Yuta, Makino; Fumio, Machida
The 4th DSN Workshop on Dependable and Secure Machine Learning (DSN-DSML'21) 2021年6月21日
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9.
A Robustness Evaluation of Concept Drift Detectors against Unreliable Data Streams
Machida, Fumio; Wang, Sixiang
IEEE 7th World Forum on the Internet of Things 2021年6月
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10.
PA-offload: Performability-aware Adaptive Fog Offloading for Drone Image Processing
Machida, Fumio; Andrade, Ermeson
IEEE International Conference on Fog and Edge Computing (ICFEC2021) 2021年5月
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11.
マルコフ連鎖を用いた多モデル多入力型機械学習システムの性能評価
巻野, 侑大; Tuan, Phung-Duc; 町田 文雄
第37回(2020年度)待ち行列シンポジウム「確率モデルとその応用」 2021年1月25日
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12.
Markov chains and Petri nets for software rejuvenation systems
Machida, Fumio; Paulo R. M; Maciel
International Workshop on Software Aging and Rejuvenation (WoSAR) 2020年10月
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13.
Software aging in image classification systems on cloud and edge
Machida, Fumio; Andrade, Ermeson; Pietrantuono, Roberto; Cotroneo, Domenico
International Workshop on Software Aging and Rejuvenation (WoSAR) 2020年10月
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14.
Nバージョンモデルによる機械学習応用システムの高信頼化
町田, 文雄
第17回 ディペンダブルシステムワークショップ(DSW2019) 2019年12月6日 招待有り
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15.
On the diversity of machine learning models for system reliability
Machida, Fumio
IEEE Pacific Rim Int'l Symp. on Dependable Computing (PRDC) 2019年12月1日
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16.
多様な分類器を用いた機械学習応用システムの信頼性
町田,文雄
日本OR学会「4部合同研究会 ~確率モデルの新展開~」 2019年10月19日 招待有り
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17.
Analysis of software aging impacts on plant anomaly detection with edge computing
Machida, Fumio; Andrade, Ermeson
Int’l Works. on Software Aging and Rejuvenation 2019年10月
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18.
N-version machine learning models for safety critical systems
Machida,Fumio
DSN Workshop on Dependable and Secure Machine Learning 2019年6月
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19.
Practices in Model Component Reuse for Efficient Dependability Analysis
Machida, Fumio
ACM Workshop on Education and Practice of Performance Engineering 2019年4月6日
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20.
End-to-end reliability assurance of service chain embedding for network function virtualization
Bijwe, Shashank; Machida, Fumio
IEEE Conference on Network Function Virtualization and Software Defined Networks 2017年
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