町田 文雄(マチダ フミオ)
- 論文
- 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 - Model-Driven Dependability Assessment of Microservice Chains in MEC-Enabled IoT
Bai Jing; Chang Xiaolin; Machida Fumio; Trivedi Kisho...
IEEE TRANSACTIONS ON SERVICES COMPUTING/16(4)/pp.2769-2785, 2023-07 - Software Aging in Real-Time Object Detection Systems on Edge Servers
Watanabe Kengo; Machida Fumio; Andrade Ermeson; Pietrantu...
The 38th ACM/SIGAPP Symposium On Applied Computing (SAC), 2023-03 - An Empirical Study on Software Aging of Long-Running Object Detection Algorithms
Pietrantuono Roberto; Domenico Cotroneo; Andrade Ermeson...
The 22nd IEEE International Conference on Software Quality, Reliability, and Security (QRS), 2022-12 - 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), 2022-12 - 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), 2022-10 - Analysis of Software Aging in a Blockchain Platform
Dias Douglas; Andrade Ermeson; Machida Fumio
The 14th International Workshop on Software Aging and Rejuvenation (WoSAR), 2022-10 - 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), 2022-08 - 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), 2022-05 - 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), 2022-12-15 - Modeling and Analysis of Deforestation Prevention by Uncrewed Aerial Vehicles-based monitoring systems
Machida Fumio; Andrade Ermeson
ENVIRONMENTAL MODELLING & SOFTWARE/158, 2022-12 - 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）, 2021-12 - 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, 2022-05 - Quantitative understanding serial-parallel hybrid SFC services: a dependability perspective
Bai Jing; Chang Xiaolin; Machida Fumio; Han Zhen; Xu Yan...
PEER-TO-PEER NETWORKING AND APPLICATIONS/15(4)/pp.1923-1938, 2022-05 - Availability Modeling for Drone Image Processing Systems with Adaptive Offloading
Machida Fumio; Andrade Ermeson
IEEE Pacific Rim International Symposium on Dependable Computing (PRDC)/pp.93-103, 2021-12 - Performance analysis of machine learning-based systems for detecting deforestation
Araujo Michel de; Andrade Ermeson; Machida Fumio
Brazilian Symposium on Computing Systems Engineering (SBESC)/pp.1-8, 2021-11 - Memory Degradation Analysis in Private and Public Cloud Environments
Andrade Ermeson; Machida Fumio; Pietrantuono Roberto; Cot...
International Workshop on Software Aging and Rejuvenation/pp.33-39, 2021-10 - Failure threshold setting for Wiener-process-based remaining useful life estimation
Liu Xingzhi; Machida Fumio
IEEE Global Reliability & Prognostics and Health Management Conference/pp.1-5, 2021-06 - Impact of Service Function Aging on the Dependability for MEC Service Function Chain
Bai Jing; Chang Xiaolin; Machida Fumio; Jiang Lili; H...
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING/20(4)/pp.2811-2824, 2022-01 - A Comparative Analysis of Software Aging in Image Classifiers on Cloud and Edge
Andrade Ermeson; Pietrantuono Roberto; Machida Fumio; Cot...
IEEE Transactions on Dependable and Secure Computing, 2021-12 - A Robustness Evaluation of Concept Drift Detectors against Unreliable Data Streams
Machida Fumio; Wang Sixiang
IEEE 7th World Forum on the Internet of Things, 2021-06 - PA-offload: Performability-aware Adaptive Fog Offloading for Drone Image Processing
Machida Fumio; Andrade Ermeson
IEEE International Conference on Fog and Edge Computing (ICFEC2021), 2021-05 - A Queueing Analysis of Multi-model Multi-input Machine Learning Systems
Tuan Phung-Duc; Yuta Makino; Fumio Machida
Proceedings of The 4th DSN Workshop on Dependable and Secure Machine Learning (DSN-DSML'21), 2021-06 - さらに表示...
- Reliability and Performance Evaluation of Two-input Machine Learning Systems