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Farhad Rezazadeh
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2020 – today
- 2024
- [b1]Farhad Rezazadeh:
Lifelong AI-driven zero-touch network slicing. Polytechnic University of Catalonia, Spain, 2024 - [j4]Luis Blanco, Engin Zeydan, Sergio Barrachina-Muñoz, Farhad Rezazadeh, Luca Vettori, Josep Mangues-Bafalluy:
A Novel Approach for Scalable and Sustainable 6G Networks. IEEE Open J. Commun. Soc. 5: 1673-1692 (2024) - [i17]Farhad Rezazadeh:
A Mathematical Introduction to Deep Reinforcement Learning for 5G/6G Applications. CoRR abs/2403.14516 (2024) - [i16]Farhad Rezazadeh, Sergio Barrachina-Muñoz, Hatim Chergui, Josep Mangues, Mehdi Bennis, Dusit Niyato, Houbing Song, Lingjia Liu:
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation. CoRR abs/2407.10186 (2024) - [i15]Farhad Rezazadeh, Amir Ashtari Gargari, Sandra Lagén, Josep Mangues, Dusit Niyato, Lingjia Liu:
Demo: Generative Open xG Network Simulation with Multi-Agent LLM and ns-3 (GenOnet). CoRR abs/2408.13781 (2024) - 2023
- [j3]Luis Blanco, Slawomir Kuklinski, Engin Zeydan, Farhad Rezazadeh, Ashima Chawla, Lanfranco Zanzi, Francesco Devoti, Robert Kolakowski, Vasiliki Vlahodimitropoulou, Ioannis P. Chochliouros, Anne-Marie Bosneag, Sihem Cherrared, Luis A. Garrido, Sergio Barrachina-Muñoz, Josep Mangues:
AI-Driven Framework for Scalable Management of Network Slices. IEEE Commun. Mag. 61(11): 216-222 (2023) - [j2]Anestis Dalgkitsis, Luis A. Garrido, Farhad Rezazadeh, Hatim Chergui, Kostas Ramantas, John S. Vardakas, Christos V. Verikoukis:
SCHE2MA: Scalable, Energy-Aware, Multidomain Orchestration for Beyond-5G URLLC Services. IEEE Trans. Intell. Transp. Syst. 24(7): 7653-7663 (2023) - [j1]Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Hatim Chergui, Xavier Costa-Pérez, Christos V. Verikoukis:
On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration. IEEE Trans. Veh. Technol. 72(3): 3473-3487 (2023) - [c10]Engin Zeydan, Luis Blanco, Sergio Barrachina-Muñoz, Farhad Rezazadeh, Luca Vettori, Josep Mangues:
A Marketplace Solution for Distributed Network Management and Orchestration of Slices. CNSM 2023: 1-6 - [c9]Sergio Barrachina-Muñoz, Engin Zeydan, Luis Blanco, Luca Vettori, Farhad Rezazadeh, Josep Mangues-Bafalluy:
Cloud Native Federated Learning for Streaming: An Experimental Demonstrator. HPSR 2023: 1-3 - [c8]Farhad Rezazadeh, Hatim Chergui, Josep Mangues-Bafalluy:
Explanation-Guided Deep Reinforcement Learning for Trustworthy 6G RAN Slicing. ICC Workshops 2023: 1026-1031 - [c7]Swastika Roy, Farhad Rezazadeh, Hatim Chergui, Christos V. Verikoukis:
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing. ICC 2023: 1238-1243 - [c6]Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Sergio Barrachina-Muñoz, Engin Zeydan, Xavier Costa-Pérez, Josep Mangues-Bafalluy:
A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN. INFOCOM Workshops 2023: 1-2 - [c5]Farhad Rezazadeh, Sergio Barrachina-Muñoz, Engin Zeydan, Houbing Song, K. P. Subbalakshmi, Josep Mangues-Bafalluy:
X-GRL: An Empirical Assessment of Explainable GNN-DRL in B5G/6G Networks. NFV-SDN 2023: 172-174 - [i14]Farhad Rezazadeh, Hatim Chergui, Josep Mangues-Bafalluy:
Explanation-Guided Deep Reinforcement Learning for Trustworthy 6G RAN Slicing. CoRR abs/2303.15000 (2023) - [i13]Farhad Rezazadeh, Hatim Chergui, Luis Alonso, Christos V. Verikoukis:
SliceOps: Explainable MLOps for Streamlined Automation-Native 6G Networks. CoRR abs/2307.01658 (2023) - [i12]Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Sergio Barrachina-Muñoz, Engin Zeydan, Xavier Costa-Pérez, Josep Mangues-Bafalluy:
A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN. CoRR abs/2307.02414 (2023) - [i11]Swastika Roy, Farhad Rezazadeh, Hatim Chergui, Christos V. Verikoukis:
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing. CoRR abs/2309.13325 (2023) - [i10]Farhad Rezazadeh, Sergio Barrachina-Muñoz, Engin Zeydan, Houbing Song, K. P. Subbalakshmi, Josep Mangues-Bafalluy:
X-GRL: An Empirical Assessment of Explainable GNN-DRL in B5G/6G Networks. CoRR abs/2311.08798 (2023) - [i9]Rasoul Nikbakht, Farhana Javed, Farhad Rezazadeh, Nikolaos G. Bartzoudis, Josep Mangues-Bafalluy:
Decentralized Energy Marketplace via NFTs and AI-based Agents. CoRR abs/2311.10406 (2023) - [i8]Farhad Rezazadeh, Hatim Chergui, Shuaib Siddiqui, Josep Mangues, Houbing Song, Walid Saad, Mehdi Bennis:
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing. CoRR abs/2312.07362 (2023) - 2022
- [c4]Farhad Rezazadeh, Nikolaos G. Bartzoudis:
A Federated DRL Approach for Smart Micro-Grid Energy Control with Distributed Energy Resources. CAMAD 2022: 108-114 - [i7]Farhad Rezazadeh, Hatim Chergui, Loizos Christofi, Christos V. Verikoukis:
Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network Slicing. CoRR abs/2201.08985 (2022) - [i6]Farhad Rezazadeh, Hatim Chergui, Luis Blanco, Luis Alonso, Christos V. Verikoukis:
A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control. CoRR abs/2201.08990 (2022) - [i5]Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Hatim Chergui, Xavier Costa-Pérez, Christos V. Verikoukis:
On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration. CoRR abs/2211.03088 (2022) - [i4]Farhad Rezazadeh, Nikolaos G. Bartzoudis:
A Federated DRL Approach for Smart Micro-Grid Energy Control with Distributed Energy Resources. CoRR abs/2211.03430 (2022) - [i3]Farhad Rezazadeh, Sarang Kahvazadeh, Mohammadreza Mosahebfard:
Towards Quantum-Enabled 6G Slicing. CoRR abs/2212.11755 (2022) - 2021
- [c3]Farhad Rezazadeh, Hatim Chergui, Luis Blanco, Luis Alonso, Christos V. Verikoukis:
A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control. GLOBECOM 2021: 1-6 - [c2]Farhad Rezazadeh, Hatim Chergui, Loizos Christofi, Christos V. Verikoukis:
Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network Slicing. ICC 2021: 1-6 - [i2]Farhad Rezazadeh, Hatim Chergui, Luis Alonso, Christos V. Verikoukis:
Continuous Multi-objective Zero-touch Network Slicing via Twin Delayed DDPG and OpenAI Gym. CoRR abs/2101.06617 (2021) - [i1]Farhad Rezazadeh, Hatim Chergui, Christos V. Verikoukis:
Zero-touch Continuous Network Slicing Control via Scalable Actor-Critic Learning. CoRR abs/2101.06654 (2021) - 2020
- [c1]Farhad Rezazadeh, Hatim Chergui, Luis Alonso, Christos V. Verikoukis:
Continuous Multi-objective Zero-touch Network Slicing via Twin Delayed DDPG and OpenAI Gym. GLOBECOM 2020: 1-6
Coauthor Index
aka: Josep Mangues
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