| 2026 | DSN | Multi-Agent-based Failure Recovery Planning for a Connected Vehicle Platform. | Aoi Matsuda, Ippo Hiroi, Fumio Machida, Naohiro Ohtsu |
| 2026 | DSN | AdROD: Adaptive Redundancy for Object Detection in Autonomous Driving. | Shunsuke Nagao, Fumio Machida |
| 2026 | ICAART | Distributed Performability Optimization for Multi-UAV Road Traffic Monitoring. | Qingyang Zhang, Koji Noshiro, Mohammad Dwipa Furqan, Koji Hasebe, Fumio Machida |
| 2025 | DSN | Weather Impact Analysis for UAV-based Deforestation Monitoring Systems. | Tasfia Nuzhat, Fumio Machida, Ermeson Carneiro de Andrade |
| 2025 | DSN | Multi-version Machine Learning and Rejuvenation for Resilient Perception in Safety-critical Systems. | Qiang Wen, Jlio Mendona, Fumio Machida, Marcus Vlp |
| 2025 | DSN | AI Agent-based Adaptive Task Offloading for Autonomous Drones in Dynamic Environments. | Qingyang Zhang, Fumio Machida |
| 2025 | ICFEC | Vehicle Density-Aware Adaptive Offloading for UAV-Based Road Traffic Monitoring. | Mohammad Dwipa Furqan, Fumio Machida, Ermeson C. Andrade |
| 2025 | ISSRE | Exploring Explainability in Machine Learning Models for Software Aging Detection. | Andr Assis, Fumio Machida, Ermeson C. Andrade |
| 2025 | ISSRE | High-Availability Machine Learning Systems: N-version Architecture and Rejuvenation. | Fumio Machida |
| 2025 | ISSRE | Exploiting the Availability-Continuity Trade-off in Imperfect Retraining of Machine Learning Systems. | Zhengji Wang, Fumio Machida |
| 2025 | UCC | Modeling Anomaly Detection in Cloud Services: Analysis of the Properties that Impact Latency and Resource Consumption. | Gabriel Job Antunes Grabher, Fumio Machida, Thomas Ropars |
| 2024 | COMPSAC | Exploiting Transformer Models in Three-Version Image Classification Systems. | Shamima Afrin, Fumio Machida |
| 2024 | COMPSAC | Maintaining Performance of a Machine Learning System Against Imperfect Retraining. | Zhengji Wang, Fumio Machida |
| 2024 | COMPSAC | Performability Modeling and Analysis for Real-Time Object Detection on UAV Systems. | Qingyang Zhang, Fumio Machida, Ermeson C. Andrade |
| 2024 | ISSRE | Safety-Aware Weighted Voting for N-version Traffic Sign Recognition System. | Linyun Gao, Qiang Wen, Fumio Machida |
| 2024 | ISSRE | Energy Bugs in Object Detection Software on Battery-Powered Devices. | Ippo Hiroi, Fumio Machida, Ermeson Carneiro de Andrade |
| 2024 | ISSRE | A CTMDP Modeling for Multi-Stage Software Aging and Rejuvenation. | Nianqiu Wang, Fumio Machida |
| 2023 | DSN | Enhancing the Reliability of Perception Systems using N-version Programming and Rejuvenation. | Jlio Mendona, Fumio Machida, Marcus Vlp |
| 2023 | DSN | Bayesian Network Reliability Modeling for Three-version Machine Learning Systems. | Qiang Wen, Fumio Machida |
| 2023 | ISSRE | Software Aging Analysis in a Testing Framework. | Douglas Dias, Fumio Machida, Ermeson C. Andrade |
| 2023 | ISSRE | Characterizing Reliability of Three-version Traffic Sign Classifier System through Diversity Metrics. | Qiang Wen, Fumio Machida |
| 2023 | PRDC | Reliability and Performance Evaluation of Two-input Machine Learning Systems. | Kazuya Wakigami, Fumio Machida, Tuan Phung-Duc |
| 2023 | SAC | Software Aging in a Real-Time Object Detection System on an Edge Server. | Kengo Watanabe, Fumio Machida, Ermeson Carneiro de Andrade, Roberto Pietrantuono, Domenico Cotroneo |
| 2022 | ISSRE | Analysis of Software Aging in a Blockchain Platform. | Douglas Dias, Fumio Machida, Ermeson Carneiro de Andrade |
| 2022 | ISSRE | Performance Bottleneck Analysis of Drone Computation Offloading to a Shared Fog Node. | Qingyang Zhang, Fumio Machida, Ermeson Carneiro de Andrade |
| 2022 | PRDC | How Data Diversification Benefits the Reliability of Three-version Image Classification Systems. | Mitsuho Takahashi, Fumio Machida, Qiang Wen |
| 2022 | QRS | An Empirical Study on Software Aging of Long-Running Object Detection Algorithms. | Roberto Pietrantuono, Domenico Cotroneo, Ermeson C. Andrade, Fumio Machida |
| 2021 | DSN | A Queueing Analysis of Multi-model Multi-input Machine Learning Systems. | Yuta Makino, Tuan Phung-Duc, Fumio Machida |
| 2021 | ICFEC | PA-Offload: Performability-Aware Adaptive Fog Offloading for Drone Image Processing. | Fumio Machida, Ermeson Carneiro de Andrade |
| 2021 | ISSRE | Memory Degradation Analysis in Private and Public Cloud Environments. | Ermeson Carneiro de Andrade, Fumio Machida, Roberto Pietrantuono, Domenico Cotroneo |
| 2021 | PRDC | Availability Modeling for Drone Image Processing Systems with Adaptive Offloading. | Fumio Machida, Ermeson C. Andrade |
| 2020 | ISSRE | Software Aging in Image Classification Systems on Cloud and Edge. | Ermeson C. Andrade, Fumio Machida, Roberto Pietrantuono, Domenico Cotroneo |
| 2020 | ISSRE | Markov chains and Petri nets for software rejuvenation systems. | Fumio Machida, Paulo R. M. Maciel |
| 2019 | DSN | N-Version Machine Learning Models for Safety Critical Systems. | Fumio Machida |
| 2019 | ISSRE | Analysis of Software Aging Impacts on Plant Anomaly Detection with Edge Computing. | Ermeson C. Andrade, Fumio Machida |
| 2019 | PRDC | On the Diversity of Machine Learning Models for System Reliability. | Fumio Machida |
| 2015 | CNSM | Just-in-time server procurement to private cloud for mobile thin-client service. | Fumio Machida, Shunsuke Kohno, Kosuke Maebara, Masayuki Nakagawa |
| 2015 | DSN | An Asset-Based Development Approach for Availability and Safety Analysis on a Flood Alert System. | Fumio Machida, Jianwen Xiang, Kumiko Tadano, Shigeru Hosono |
| 2015 | ISSRE | Optimizing resiliency of distributed video surveillance system for safer city. | Fumio Machida, Masaya Fujiwaka, Seiichi Koizumi, Daichi Kimura |
| 2015 | ISSRE | An optimal stopping problem for software rejuvenation in a job processing system. | Fumio Machida, Naoto Miyoshi |
| 2015 | ISSRE | Preventing recurrence of industrial control system accident using assurance case. | Mirko Napolano, Fumio Machida, Roberto Pietrantuono, Domenico Cotroneo |
| 2015 | PRDC | A Scalable Optimization Framework for Storage Backup Operations Using Markov Decision Processes. | Ruofan Xia, Fumio Machida, Kishor S. Trivedi |
| 2014 | DSN | A Markov Decision Process Approach for Optimal Data Backup Scheduling. | Ruofan Xia, Fumio Machida, Kishor S. Trivedi |
| 2014 | ISSRE | Is Cut Sequence Necessary in Dynamic Fault Trees? | Jianwen Xiang, Fumio Machida, Kumiko Tadano, Shigeru Hosono |
| 2014 | NOMS | Virtualized server infrastructure for resilient voice communication service. | Fumio Machida, Ryota Mibu, Junichi Gokurakuji, Kazuo Yanoo, Kumiko Tadano, Yoshiharu Maeno, Tomoyoshi Sugawara |
| 2014 | PRDC | Computing Defects per Million in Cloud Caused by Virtual Machine Failures with Replication. | Subrota K. Mondal, Jogesh K. Muppala, Fumio Machida, Kishor S. Trivedi |
| 2014 | SAFECOMP | Analysis of Persistence of Relevance in Systems with Imperfect Fault Coverage. | Jianwen Xiang, Fumio Machida, Kumiko Tadano, Yoshiharu Maeno |
| 2014 | SRDS | A Systematic Differential Analysis for Fast and Robust Detection of Software Aging. | Rivalino Matias, Artur Andrzejak, Fumio Machida, Diego Elias, Kishor S. Trivedi |
| 2013 | DSN | Performability analysis of RAID10 versus RAID6. | Fumio Machida, Jianwen Xiang, Kumiko Tadano, Yoshiharu Maeno, Takashi Horikawa |
| 2013 | ISSRE | Software rejuvenation impacts on a phased-mission system for Mars exploration. | Stefano Ballerini, Laura Carnevali, Marco Paolieri, Kumiko Tadano, Fumio Machida |
| 2013 | ISSRE | On the effectiveness of Mann-Kendall test for detection of software aging. | Fumio Machida, Artur Andrzejak, Rivalino Matias, Elder V. P. Sobrinho |
| 2013 | ISSRE | Composing hierarchical stochastic model from SysML for system availability analysis. | Fumio Machida, Jianwen Xiang, Kumiko Tadano, Yoshiharu Maeno |
| 2013 | ISSRE | Persistence of relevance: A missing issue in imperfect coverage models. | Jianwen Xiang, Fumio Machida, Kumiko Tadano, Yoshiharu Maeno |
| 2013 | MODELSWARD | Performability Modeling of Manual Resolution of Data Inconsistencies for Optimization of Data Synchronization Interval. | Kumiko Tadano, Jianwen Xiang, Fumio Machida, Yoshiharu Maeno |
| 2012 | ISSRE | Aging-Related Bugs in Cloud Computing Software. | Fumio Machida, Jianwen Xiang, Kumiko Tadano, Yoshiharu Maeno |
| 2012 | ISSRE | Software Life-Extension: A New Countermeasure to Software Aging. | Fumio Machida, Jianwen Xiang, Kumiko Tadano, Yoshiharu Maeno |
| 2012 | ISSRE | Combinatorial Analysis of Dynamic Fault Trees with Priority-AND Gates. | Jianwen Xiang, Fumio Machida, Kumiko Tadano, Kazuo Yanoo, Wei Sun, Yoshiharu Maeno |
| 2012 | PRDC | Identification of Minimal Unacceptable Combinations of Simultaneous Component Failures in Information Systems. | Kumiko Tadano, Fumio Machida, Jianwen Xiang, Yoshiharu Maeno |
| 2012 | UIC | Combined Server Rejuvenation in a Virtualized Data Center. | Fumio Machida, Jianwen Xiang, Kumiko Tadano, Yoshiharu Maeno |
| 2012 | SRDS | Availability Modeling and Analysis for Data Backup and Restore Operations. | Xiaoyan Yin, Javier Alonso, Fumio Machida, Ermeson C. Andrade, Kishor S. Trivedi |
| 2011 | ISSRE | Job Completion Time on a Virtualized Server Subject to Software Aging and Rejuvenation. | Fumio Machida, Victor F. Nicola, Kishor S. Trivedi |
| 2011 | ISSRE | Design Improvement of System Administrative Operations for Certification. | Kumiko Tadano, Jianwen Xiang, Fumio Machida, Yoshiharu Maeno, Takao Osaki, Atsushi Kobayashi |
| 2011 | ISSRE | Efficient Analysis of Fault Trees with Voting Gates. | Jianwen Xiang, Kazuo Yanoo, Yoshiharu Maeno, Kumiko Tadano, Fumio Machida, Atsushi Kobayashi, Takao Osaki |
| 2011 | SRDS | Candy: Component-based Availability Modeling Framework for Cloud Service Management Using SysML. | Fumio Machida, Ermeson C. Andrade, Dong Seong Kim, Kishor S. Trivedi |
| 2010 | CNSM | Renovating legacy distributed systems using virtual appliance with dependency graph. | Fumio Machida, Masahiro Kawato, Yoshiharu Maeno |
| 2010 | ISSRE | Modeling and analysis of software rejuvenation in a server virtualized system. | Fumio Machida, Dong Seong Kim, Kishor S. Trivedi |
| 2010 | NOMS | Redundant virtual machine placement for fault-tolerant consolidated server clusters. | Fumio Machida, Masahiro Kawato, Yoshiharu Maeno |
| 2009 | PRDC | Availability Modeling and Analysis of a Virtualized System. | Dong Seong Kim, Fumio Machida, Kishor S. Trivedi |
| 2008 | ISSRE | Toward optimal virtual machine placement and rejuvenation scheduling in a virtualized data center. | Fumio Machida, Dong Seong Kim, Jong Sou Park, Kishor S. Trivedi |
| 2006 | CCGRID | Guarantee of Freshness in Resource Information Cache on WSPE: Web Service Polling Engine. | Fumio Machida, Masahiro Kawato, Yoshiharu Maeno |
| 2004 | ICWS | Polimatica: Abstraction for Customizable Private Virtual Organizations in Global Grids. | Yoshiharu Maeno, Masahiro Kawato, Shoji Nishimura, Fumio Machida, Tsunehiko Kamachi |