| From DevOps to MLOps: Overview and application to electricity market forecasting R Subramanya, S Sierla, V Vyatkin Applied Sciences 12 (19), 9851, 2022 | 59 | 2022 |
| A virtual power plant solution for aggregating photovoltaic systems and other distributed energy resources for northern european primary frequency reserves R Subramanya, M Yli-Ojanperä, S Sierla, T Hölttä, J Valtakari, V Vyatkin Energies 14 (5), 1242, 2021 | 24 | 2021 |
| Exploiting battery storages with reinforcement learning: a review for energy professionals R Subramanya, SA Sierla, V Vyatkin IEEE Access 10, 54484-54506, 2022 | 23 | 2022 |
| A simulation environment for training a reinforcement learning agent trading a battery storage H Aaltonen, S Sierla, R Subramanya, V Vyatkin Energies 14 (17), 5587, 2021 | 9 | 2021 |
| Cloud solution for histopathological image analysis using region of interest based compression A Kanakatte, R Subramanya, A Delampady, R Nayak, B Purushothaman, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 5 | 2017 |
| Interfacing Third Party Cloud Services to a Virtual Power Plant R Subramanya, S Sierla, M Yli-Ojanperä, H Makkonen, ... 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-6, 2021 | 2 | 2021 |
| Cloud computing design patterns for MLOps: applications to virtual power plants R Subramanya, P Räisänen, S Sierla, V Vyatkin IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society …, 2023 | 1 | 2023 |
| Exploiting distributed energy resources with a virtual power plant: Intelligent market participation based on forecasts R Subramanya Aalto University, 2024 | | 2024 |
| Onsite Renewable Generation Time Shifting for Photovoltaic Systems R Subramanya, A Harri, S Sierla, V Vyatkin 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE), 1-6, 2023 | | 2023 |
| Cloud Computing Design Patterns for MLOps R Subramanya, P Räisänen, S Sierla, V Vyatkin | | 2023 |
| From DevOps to MLOps R Subramanya, S Sierla, V Vyatkin MDPI AG, 2022 | | 2022 |
Valeriy VyatkinAalto University; Luleå University of Technology確認したメール アドレス: aalto.fi