Projects per year
Personal profile
Research interests
- Edge and Embedded AI Systems
- Federated and Distributed Learning
- Distributed Computing Systems
- Cloud Computing
- Service-Oriented Architecture
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Collaborations and top research areas from the last five years
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Neurokit2E: Deep Learning Platform for Embedded Hardware
Radchenko, G. (PI), Ratschbacher, L. (CoI) & Acasandrei, L. (CoI)
1/05/23 → 30/04/26
Project: Research
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DIVERGENT: Decision-making and data-processing methods for Vehicle-to-Home power flow management
Radchenko, G. (PI), Freiberger, M. (CoI), Gei, C. (CoI), Scherer, J. (CoI), Rindler, M. (CoI), Dagorne, T. (CoI), Mentin, C. (CoI) & Stoiber, M. (CoI)
1/10/23 → 30/09/25
Project: Research
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Electric Vehicle Bidirectional Charging Control with Deep Reinforcement Learning
Gei, C., Scherer, J. & Radchenko, G., 2025, ICECET 2025. 7 p.Research output: Conference proceeding/Chapter in Book › Conference Paper › peer-review
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Feature Selection and Virtual Sensing Based Mixture Ratio Estimation for Liquid Propellant Rocket Engine Control Systems
Urgolo, A., Gei, C., Dresia, K., Freiberger, M., Kurudzija, E., Neumann, H., Pill, I., Pittino, F., Radchenko, G. & Waxenegger-Wilfing, G., 9 Jan 2025, 9th EDITION OF THE 3AF INTERNATIONAL CONFERENCE ON SPACE PROPULSION. 416Research output: Conference proceeding/Chapter in Book › Conference Paper › peer-review
Open AccessFile -
Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices
Radchenko, G. & Fill, V., 2 May 2024, Proceedings of the 14th International Conference on Cloud Computing and Services Science. p. 311 318 p.Research output: Conference proceeding/Chapter in Book › Conference Paper › peer-review
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Uncertainty Estimation in Multi-Agent Distributed Learning
Radchenko, G. & Fill, V., 22 Nov 2023. 2 p.Research output: No entry here › Poster › peer-review
Open Access -
Architecture of mHealth Platform for Storing, Exchanging and Processing of Medical Data in Smart Healthcare
Volkov, I. & Radchenko, G., 2021, Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT): 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT). p. 117 - 120Research output: Conference proceeding/Chapter in Book › Conference Paper › peer-review
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Control of the Dynamic Workloads in the Complex Computing Networks
Radchenko, G. (Examiner)
4 Feb 2025Activity: Examination
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Bayesian approaches to uncertainty estimation in edge AI collaborative learning
Radchenko, G. (Speaker)
23 Oct 2024Activity: Talk or presentation › Oral presentation
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European Conference on EDGE AI Technologies and Applications
Radchenko, G. (Participant)
1 Oct 2024 → 1 Nov 2024Activity: Participating in or organising an event › TPC Member