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CORDIS - EU research results
CORDIS

EXplainable Automation for Continuum 6G infrastructures

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Explainable AI for autonomous management in 5G/6G networks: Towards trustworthy zero-touch operations

Author(s): Mohamed Readh FENTAZI, Adlen Ksentini
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: IEEE

DRL for Joint Active and Passive Beamforming in RIS-aided MIMO Systems (opens in new window)

Author(s): Phuong Tran, Nhan Nguyen, Markku Juntti
Published in: 2025 IEEE Conference on Network Function Virtualization and Software-Defined Networking (NFV-SDN)
Publisher: IEEE
DOI: 10.5281/ZENODO.18401919

RIS-Assisted ISAC with Interference Management and Localization for B5G Wireless Networks

Author(s): Abdelrahman Elkhateeb, Youssef Nasser
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025

Scalable Task Scheduling and Management Orchestration in Distributed EdgeCloud Systems

Author(s): Damola Gideon Akinola,Kostas Ramantas
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: IEEE

Coordinated Offloading: Meta-Guided Multi-Agent Reinforcement Learning for the Edge–Cloud Continuum

Author(s): Muhammad Rafid, Vasilis Charalampos Avgerinos, Kostas Ramantas, Christos Verikoukis
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: IEEE

Deep Unfolding of Atomic Norm Minimization for DoA Estimation

Author(s): Ali Raza, Nhan Thanh Nguyen, Markku Juntti
Published in: 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC), 2025
Publisher: IEEE

Efficient Direction-of-Arrival Estimation via Model-based Machine Learning

Author(s): Ali Raza, Nhan Nguyen, and Markku Juntti
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: IEEE

AIEuroLens: Explainable AI Framework for Drift Detection applied to 5G Time-Series Data

Author(s): Mohamed Readh FENTAZI, Mehdi HASSANI, Adlen Ksentini, Abdelkader MEKRACHE, Malika BESSEDIK
Published in: IEEE Global Communications Conference
Publisher: IEEE

Graph-Aware Generative AI for SLA Compliance in 6G Networks: A Hierarchical Architecture Integrating Neo4j Analytics with Generative AI

Author(s): Debashish ROY, Kostas Ramantas, Christos Verikoukis
Published in: IEEE Conference on Network Function Virtualization and Software-Defined Networking (NFV-SDN 2025, Athens), 2025
Publisher: IEEE

Distributed Radiance Field Training for 6G-Enabled Metaverse: Requirements and Challenges

Author(s): Yendoubouam Lalle, Fabio Pianese
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks NFV-SDN, 2025
Publisher: IEEE

Decentralized Resource Discovery, Prediction, and Composition for Inter-Domain Cloud-Edge Orchestration

Author(s): Fahimeh Jabbarinia, Christos Verikoukis
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: IEEE

Deep Reinforcement Learning for Hybrid RIS Assisted MIMO Communications

Author(s): Phuong Tran, Nhan Nguyen, Markku Juntti
Published in: The 2025 Asilomar Conference on Signals, Systems, and Computers, 2025
Publisher: -

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