Continuous Multi-objective Zero-touch Network Slicing via Twin Delayed DDPG and OpenAI Gym F Rezazadeh, H Chergui, L Alonso, C Verikoukis GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 36 | 2020 |
On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration F Rezazadeh, L Zanzi, F Devoti, H Chergui, X Costa-Pérez, C Verikoukis IEEE Transactions on Vehicular Technology 72 (3), 3473-3487, 2022 | 32 | 2022 |
Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network Slicing F Rezazadeh, H Chergui, L Christofi, C Verikoukis ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 23 | 2021 |
SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC Services A Dalgkitsis, LA Garrido, F Rezazadeh, H Chergui, K Ramantas, ... IEEE Transactions on Intelligent Transportation Systems, 2022 | 14 | 2022 |
Zero-touch Continuous Network Slicing Control via Scalable Actor-Critic Learning F Rezazadeh, H Chergui, C Verikoukis arXiv preprint arXiv:2101.06654, 2021 | 12 | 2021 |
Parkinson Detection: An Image Processing Approach M Tavana, H Parvin, F Rezazadeh Journal of Medical Imaging and Health Informatics 7 (2), 464-472, 2017 | 12 | 2017 |
A Federated DRL Approach for Smart Micro-Grid Energy Control with Distributed Energy Resources F Rezazadeh, N Bartzoudis 2022 IEEE 27th International Workshop on Computer Aided Modeling and Design …, 2022 | 8 | 2022 |
A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control F Rezazadeh, H Chergui, L Blanco, L Alonso, C Verikoukis 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 7 | 2021 |
A SWOT and PEST analysis of e-Government in Iran F Rezazadeh, N Hamidi, Z Rezazadeh 5Thsastech. Khi. Ac. Ir, 1-9, 2011 | 7 | 2011 |
Explanation-Guided Deep Reinforcement Learning for Trustworthy 6G RAN Slicing F Rezazadeh, H Chergui, J Mangues-Bafalluy 2023 IEEE International Conference on Communications Workshops (ICC …, 2023 | 6 | 2023 |
Towards Sustainable and Trustworthy 6G: Challenges, Enablers, and Architectural Design O Bulakcı, X Li, M Gramaglia, A Gavras, M Uusitalo, P Rugeland, M Boldi Now Publishers, 2023 | 5 | 2023 |
Advanced Cloud-Based Network Management for 5G C-RAN M Maule, O Kohjogh, F Rezazadeh Enabling 6G Mobile Networks, 371-397, 2022 | 5 | 2022 |
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing S Roy, F Rezazadeh, H Chergui, C Verikoukis ICC 2023-IEEE International Conference on Communications, 1238-1243, 2023 | 3 | 2023 |
Enabling 6G Mobile Networks J Rodriguez, C Verikoukis Springer, 2022 | 3 | 2022 |
AI-Driven Framework for Scalable Management of Network Slices L Blanco, S Kukliński, E Zeydan, F Rezazadeh, A Chawla, L Zanzi, ... IEEE Communications Magazine 61 (11), 216-222, 2023 | 2 | 2023 |
Cloud Native Federated Learning for Streaming: An Experimental Demonstrator S Barrachina-Muñoz, E Zeydan, L Blanco, L Vettori, F Rezazadeh, ... 2023 IEEE 24th International Conference on High Performance Switching and …, 2023 | 2 | 2023 |
A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN F Rezazadeh, L Zanzi, F Devoti, S Barrachina-Muñoz, E Zeydan, ... | 2 | 2023 |
Role of SMO and SEO in e-Tourism information search F Rezazadeh, Z Rezazadeh, H Rezazadeh 6th International Conference of Advances in Science and Technology 1391, 0 | 2 | |
SliceOps: Explainable MLOps for Streamlined Automation-Native 6G Networks F Rezazadeh, H Chergui, L Alonso, C Verikoukis IEEE Wireless Communications, 2024 | 1 | 2024 |
A Marketplace Solution for Distributed Network Management and Orchestration of Slices E Zeydan, L Blanco, S Barrachina-Muñoz, F Rezazadeh, L Vettori, ... 2023 19th International Conference on Network and Service Management (CNSM), 1-6, 2023 | 1 | 2023 |