| Federated Learning for improved prediction of failures in Autonomous Guided Vehicles B Shubyn, D Kostrzewa, P Grzesik, P Benecki, T Maksymyuk, ... Journal of Computational Science 68, 101956, 2023 | 37 | 2023 |
| Serverless computing in omics data analysis and integration P Grzesik, DR Augustyn, Ł Wyciślik, D Mrozek Briefings in bioinformatics 23 (1), bbab349, 2022 | 32 | 2022 |
| Comparative analysis of time series databases in the context of edge computing for low power sensor networks P Grzesik, D Mrozek Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020 | 25 | 2020 |
| Combining machine learning and edge computing: Opportunities, challenges, platforms, frameworks, and use cases P Grzesik, D Mrozek Electronics 13 (3), 640, 2024 | 21 | 2024 |
| Forecasting of energy consumption for anomaly detection in automated guided vehicles: Models and feature selection P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022 | 16 | 2022 |
| Federated learning for anomaly detection in industrial IoT-enabled production environment supported by autonomous guided vehicles B Shubyn, D Mrozek, T Maksymyuk, V Sunderam, D Kostrzewa, P Grzesik, ... International Conference on Computational Science, 409-421, 2022 | 15 | 2022 |
| Metagenomic analysis at the edge with Jetson Xavier NX P Grzesik, D Mrozek International Conference on Computational Science, 500-511, 2021 | 11 | 2021 |
| Serverless nanopore basecalling with AWS Lambda P Grzesik, D Mrozek Computational Science–ICCS 2021: 21st International Conference, Krakow …, 2021 | 10 | 2021 |
| Evaluation of key-value stores for distributed locking purposes P Grzesik, D Mrozek Beyond Databases, Architectures and Structures. Paving the Road to Smart …, 2019 | 6 | 2019 |
| On-edge aggregation strategies over industrial data produced by Autonomous Guided Vehicles P Grzesik, P Benecki, D Kostrzewa, B Shubyn, D Mrozek International Conference on Computational Science, 458-471, 2022 | 5 | 2022 |
| A large-scale and serverless computational approach for improving quality of NGS data supporting big multi-omics data analyses D Mrozek, K Stępień, P Grzesik, B Małysiak-Mrozek Frontiers in Genetics 12, 699280, 2021 | 5 | 2021 |
| Optimizing telemetry signal influence for power consumption prediction P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 3 | 2023 |
| Towards detection of anomalies in automated guided vehicles based on telemetry data P Benecki, D Kostrzewa, M Drewniak, B Shubyn, P Grzesik, V Sunderam, ... International Conference on Computational Science, 192-207, 2024 | 2 | 2024 |
| Effective prediction of energy consumption in automated guided vehicles with recurrent and convolutional neural networks P Benecki, D Kostrzewa, P Grzesik, B Shubyn, JH Syu, JCW Lin, ... 2023 IEEE International Conference on Big Data (BigData), 5024-5030, 2023 | 2 | 2023 |
| Accelerating edge metagenomic analysis with serverless-based cloud offloading P Grzesik, D Mrozek International Conference on Computational Science, 481-492, 2022 | 2 | 2022 |
| Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment B Shubyn, P Grzesik, T Maksymyuk, D Kostrzewa, P Benecki, JH Syu, ... International Conference on Computational Science, 492-504, 2023 | 1 | 2023 |
| Fuzzy Querying in the Cloud-based Environment for Data Stream-driven Predictive Maintenance in AGV-enabled Smart Factories B Małysiak-Mrozek, D Romanów, P Grzesik, P Benecki, A Niyomugaba, ... 2024 IEEE International Conference on Big Data (BigData), 8188-8197, 2024 | | 2024 |
| Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | | 2024 |
