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Farhad Rezazadeh
Farhad Rezazadeh
Sr. Applied AI/GenAI | ACM Pro. | MSCA & IEEE & COST Grantee | Government Ph.D. Grant
Bestätigte E-Mail-Adresse bei cttc.es - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
452022
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
432020
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
282021
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 24 (7), 7653-7663, 2022
232022
SliceOps: Explainable MLOps for Streamlined Automation-Native 6G Networks
F Rezazadeh, H Chergui, L Alonso, C Verikoukis
IEEE Wireless Communications, 2024
162024
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
152023
Zero-touch Continuous Network Slicing Control via Scalable Actor-Critic Learning
F Rezazadeh, H Chergui, C Verikoukis
arXiv preprint arXiv:2101.06654, 2021
142021
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
122022
Parkinson Detection: An Image Processing Approach
M Tavana, H Parvin, F Rezazadeh
Journal of Medical Imaging and Health Informatics 7 (2), 464-472, 2017
122017
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
112023
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
102021
A Novel Approach for Scalable and Sustainable 6G Networks
L Blanco, E Zeydan, S Barrachina-Muñoz, F Rezazadeh, L Vettori, ...
IEEE Open Journal of the Communications Society, 2024
82024
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
82023
Enabling 6G Mobile Networks
J Rodriguez, C Verikoukis
Springer, 2022
82022
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
72023
A SWOT and PEST analysis of e-Government in Iran
F Rezazadeh, N Hamidi, Z Rezazadeh
5Thsastech. Khi. Ac. Ir, 1-9, 2011
72011
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing
F Rezazadeh, H Chergui, S Siddiqui, J Mangues, H Song, W Saad, ...
IEEE Wireless Communications 31 (5), 192-199, 2024
52024
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, ...
52023
Advanced Cloud-Based Network Management for 5G C-RAN
M Maule, O Kohjogh, F Rezazadeh
Enabling 6G Mobile Networks, 371-397, 2022
52022
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
42023
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