MACHIDA Fumio

Researcher's full information

Conference, etc.
  • 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)/2021-06-21--2021-06-21
  • 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」/2021-01-25--2021-01-27
  • 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
  • Software aging in image classification systems on cloud and edge
    Machida Fumio; Andrade Ermeson; Pietrantuono Roberto; Cot...
    International Workshop on Software Aging and Rejuvenation (WoSAR)/2020-10
  • Markov chains and Petri nets for software rejuvenation systems
    Machida Fumio; Paulo R. M. Maciel
    International Workshop on Software Aging and Rejuvenation (WoSAR)/2020-10
  • 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~」/2019-10-19
  • 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)/2019-12-06
  • N-version machine learning models for safety critical systems
    Machida Fumio
    DSN Workshop on Dependable and Secure Machine Learning/2019-06
  • Analysis of software aging impacts on plant anomaly detection with edge computing
    Machida Fumio; Andrade Ermeson
    Int’l Works. on Software Aging and Rejuvenation/2019-10
  • On the diversity of machine learning models for system reliability
    Machida Fumio
    IEEE Pacific Rim Int'l Symp. on Dependable Computing (PRDC)/2019-12-01--2019-12-03
  • Analysis of software aging impacts on plant anomaly detection with edge computing
    Machida Fumio; Andrade Ermeson
    IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)/2019--2019
  • N-version machine learning models for safety critical systems
    Machida Fumio
    DSN Workshop on Dependable and Secure Machine Learning/2019-06-24--2019-06-27
  • Composing hierarchical stochastic model from SysML for system availability analysis
    Machida Fumio; Xiang Jianwen; Tadano Kumiko; Maeno Yoshi...
    IEEE Int'l Symp. on Software Reliability Engineering (ISSRE)/2013
  • Is cut sequence necessary in dynamic fault trees?
    Xiang Jianwen; Machida Fumio; Tadano Kumiko; Hosono Shigeru
    IEEE Int'l Symp. on Software Reliability Engineering (ISSRE), Fast Abstracts/2014
  • Server virtualized infrastructure for resilient voice communication service
    Machida Fumio; Mibu Ryota; Gokurakuji Junichi; Yanoo Kaz...
    IEEE/IFIP Network Operations and Management Symposium (NOMS)/2014
  • Analysis of persistence of relevance in systems with imperfect fault coverage
    Xiang Jianwen; Machida Fumio; Tadano Kumiko; Maeno Yoshi...
    Int’l Conf. on Computer Safety, Reliability and Security (SAFECOMP)/2014
  • A systematic differential analysis for fast and robust detection of software aging
    Matias Rivalino; Andrzejak Artur; Machida Fumio; Diego E...
    IEEE Int’l Symp. on Reliable Distributed Systems (SRDS)/2014
  • Computing defects per million in cloud caused by virtual machine failures with replication
    Mondal Subrota K.; Muppala Jogesh K.; Machida Fumio; Triv...
    IEEE Pacific Rim Int’l Symp. on Dependable Computing (PRDC)/2014
  • A Markov decision process approach for optimal data backup scheduling
    Xia Ruofan; Machida Fumio; Trivedi Kishor S.
    IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) workshop/2015--2015
  • Survivability as a generalization of recovery
    Poul E. Heegaard; Bjarne E. Helvik; Kishor S. Trivedi; Ma...
    Int’l Conf. on Design of Reliable Communication Networks (DRCN)/2015
  • An asset-based development approach for availability and safety analysis on a flood alert system
    Machida Fumio; Xiang Jianwen; Tadano Kumiko; Hosono Shigeru
    IEEE/IFIP Int’l Conf. on Dependable Systems and Networks (DSN) workshop/2015
  • Optimizing resiliency of distributed video surveillance system for safer city
    Machida Fumio; Fujiwaka Masaya; Koizumi Seiichi; Kimura ...
    IEEE Int'l Symp. on Software Reliability Engineering (ISSRE) Industry Track/2015
  • Preventing recurrence of industrial control system accident using assurance case
    Machida Fumio; Napolano Mirko; Pietrantuono Roberto; Cotr...
    Int’l Works. on Software Certification (WoSoCER)/2015
  • Just-in-time server procurement to private cloud for mobile thin-client service
    Machida Fumio; Kohno Shunsuke; Maebara Kosuke; Nakagawa ...
    IEEE/IFIP Int’l Conf. on Network and Service Management (CNSM)/2015
  • more...