6G-DALI: 6G DAta and ML operations automation via an end-to-end AI framework

Informations projet

6G-DALI

N° de convention de subvention: 101192750

DOI

10.3030/101192750

Date de signature de la CE 6 Decembre 2024

Date de début 1 Janvier 2025

Date de fin 31 Decembre 2027

Financé au titre de

• Digital, Industry and Space

Coût total

€ 6 223 736,25

Contribution de l’UE

€ 5 826 453,13

Coordonné par

ATHINA-EREVNITIKO KENTRO KAINOTOMIAS STIS TECHNOLOGIES TIS PLIROFORIAS, TON EPIKOINONION KAI TIS GNOSIS
Greece

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Peer reviewed articles (6)

ado: a Python framework for computational experimentation and benchmarking

Auteurs: Michael A. Johnston, Alessandro Pomponio
Publié dans: Journal of Open Source Software, Numéro 11, 2026, ISSN 2475-9066
Éditeur: The Open Journal
DOI: 10.21105/JOSS.10304

EUROCOMPLY: Enabling zero-touch AI compliance auditing via LLM-based agentic AI

Auteurs: Mazene Ameur, Bouziane Brik, and Adlen Ksentini
Publié dans: IEEE Communications Magazine, 2025, ISSN 1558-1896
Éditeur: IEEE
DOI: 10.1109/MCOM.001.2500366

Dual Self-Attention is What You Need for Model Drift Detection in 6G Networks

Auteurs: Mazene Ameur, Bouziane Brik, Adlen Ksentini
Publié dans: IEEE Transactions on Machine Learning in Communications and Networking, Numéro 3, 2025, ISSN 2831-316X
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMLCN.2025.3576727

Managing Federated Learning on Decentralized Infrastructures as a Reputation-based Collaborative Workflow

Auteurs: Yuandou Wang, Zhiming Zhao
Publié dans: Blockchain: Research and Applications, 2025, ISSN 2096-7209
Éditeur: Elsevier BV
DOI: 10.1016/J.BCRA.2025.100403

TranSQL ⁺ : Serving Large Language Models with SQL on Low-Resource Hardware

Auteurs: Wenbo Sun, Qiming Guo, Wenlu Wang, Rihan Hai
Publié dans: Proceedings of the ACM on Management of Data, Numéro 3, 2025, ISSN 2836-6573
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3769836

WaveStitch: Flexible and Fast Conditional Time Series Generation With Diffusion Models

Auteurs: Aditya Shankar, Lydia Chen, Arie van Deursen, Rihan Hai
Publié dans: Proceedings of the ACM on Management of Data, Numéro 3, 2025, ISSN 2836-6573
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3769842

Conference proceedings (15)

Data Augmentation and Attention for massive MIMO-based Indoor Localization in Changing Environments

Auteurs: Luisa Schuhmacher, Hazem Sallouha, Ihsane Gryech, Sofie Pollin
Publié dans: IEEE International Conference on Communications (ICC) 2026, 2026
Éditeur: Arxiv

Harpoon: Generalised Manifold Guidance for Conditional Tabular Diffusion

Auteurs: Aditya Shankar, Yuandou Wang, Rihan Hai, Lydia Chen
Publié dans: ICLR 2026, The Fourteenth International Conference on Learning Representations, 2026
Éditeur: Open Review
DOI: 10.48550/ARXIV.2602.07875

Unlocking the Value of 6G Datasets: Business Models, Market Potential, and API-Driven Monetization for Telco Operators

Auteurs: Michalis Rantopoulos, Ioannis Chochliouros
Publié dans: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Éditeur: Zenodo

Towards Optimizing RL Workload Placement at the Cloud-Edge Continuum in 6G Networks: A Scaled RL Framework

Auteurs: Navideh Ghafouri, John Vardakas, Christos Verikoukis
Publié dans: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.18875434

Adapt but Do Not Forget: Towards Enhancing Drift Handling in 6G Networks

Auteurs: Mazene Ameur, Bouziane Brik, Adlen Ksentini
Publié dans: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2025
Éditeur: IEEE
DOI: 10.1109/ICMLCN64995.2025.11140130

Initial DataOps Architecture for 6G-DALI  

Auteurs: Vasiliki Parousidou; Eleni Zarogianni; Vasileios Theodorou
Publié dans: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Éditeur: Zenodo

Towards Secure and Interoperable Data Spaces for 6G: The 6G-DALI Approach

Auteurs: Dimitrios Amaxilatis, Themistoklis Sarantakos, Nikolaos Tsironis, Vasileios Theodorou, Christos Verikoukis
Publié dans: 2025 IEEE Conference on Network Function Virtualization and Software-Defined Networking (NFV-SDN), 2025, ISSN 2832-2231
Éditeur: IEEE
DOI: 10.1109/NFV-SDN66355.2025.11349476

6G-DALI: an End-to-End AI Framework for Automating Data and ML Operations

Auteurs: Marco Ruta, Giacomo Bernini, Christos Verikoukis, Vassileios Theodorou, Takai Eddine Kennouche, Adlen Ksentini, Luisa Schuhmacher, Konstantinos Ramantas, Dimitrios Amaxilatis, Carmela Occhipinti, Rihan Hai
Publié dans: Zenodo, 2025, ISSN 2575-4912
DOI: 10.5281/ZENODO.15736569

Dynamic Intelligence Placement for Real-Time Data Analytics in Smart Buildings

Auteurs: Dimitrios Amaxilatis, Jhofre Ojeda, Kostas Ramantas, Themistoklis Sarantakos, Nikolaos Tsironis, Christos Verikoukis
Publié dans: 2026 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2026, ISSN 2766-8576
Éditeur: IEEE
DOI: 10.1109/PERCOMWORKSHOPS68308.2026.11585252

On Leveraging Digital Twins for Training and Validation of Reinforcement Learning in 6G

Auteurs: Mahdi Sharara, Chris Murphy, Sameh Yamany, Agustín Pozuelo
Publié dans: 2026 IEEE International Conference on Communications Workshops (ICC Workshops), 2026, ISSN 2694-2941
Éditeur: IEEE
DOI: 10.1109/ICCWORKSHOPS63917.2026.11586706

Sampling Where It Matters: Predicting LLM Serving Performance

Auteurs: Emile Aydar, Christian Pinto, Srikumar Venugopal, Dimitris Chatzopoulos
Publié dans: Proceedings of the Sixth European Workshop on Machine Learning and Systems, 2026
Éditeur: ACM
DOI: 10.1145/3805621.3807633

Applying Value-based and Social Acceptance of Technology methodologies in the development of 6G Proof-of-Concepts

Auteurs: Luigi Briguglio,Lucas Pereira Carwile,Carmela Occhipinti,Dr. Francesca Morpurgo
Publié dans: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.20120184

Uncertainty-Aware Zero-Touch Drift Management for Trustworthy DRL in 5G/6G Networks

Auteurs: Mazene Ameur, Bouziane Brik, Adlen Ksentini
Publié dans: IEEE INFOCOM 2026 - IEEE Conference on Computer Communications, 2026, ISSN 2641-9874
Éditeur: IEEE
DOI: 10.1109/INFOCOM59046.2026.11571629

A Building-level Digital Twin Approach to improve Consumption Data Imputation in Smart Water Grids

Auteurs: Themistoklis Sarantakos, Dimitrios Amaxilatis, Georgios Mylonas, Ioannis Chatzigiannakis
Publié dans: 2026 IFIP Networking Conference (IFIP Networking), 2026, ISSN 1861-2288
Éditeur: IEEE
DOI: 10.23919/IFIPNETWORKING70592.2026.11579003

Foundation for Data Governance in 6G 

Auteurs: Ignacio Dominguez Martinez-Casanueva,Lucia Cabanillas Rodrıguez,Diego Lopez
Publié dans: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.19888040