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

Project Information

6G-DALI

Grant agreement ID: 101192750

DOI

10.3030/101192750

EC signature date 6 December 2024

Start date 1 January 2025

End date 31 December 2027

Funded under

• Digital, Industry and Space

Total cost

€ 6 223 736,25

EU contribution

€ 5 826 453,13

Coordinated by

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

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

Peer reviewed articles (6)

ado: a Python framework for computational experimentation and benchmarking

Author(s): Michael A. Johnston, Alessandro Pomponio
Published in: Journal of Open Source Software, Issue 11, 2026, ISSN 2475-9066
Publisher: The Open Journal
DOI: 10.21105/JOSS.10304

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

Author(s): Mazene Ameur, Bouziane Brik, and Adlen Ksentini
Published in: IEEE Communications Magazine, 2025, ISSN 1558-1896
Publisher: IEEE
DOI: 10.1109/MCOM.001.2500366

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

Author(s): Mazene Ameur, Bouziane Brik, Adlen Ksentini
Published in: IEEE Transactions on Machine Learning in Communications and Networking, Issue 3, 2025, ISSN 2831-316X
Publisher: 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

Author(s): Yuandou Wang, Zhiming Zhao
Published in: Blockchain: Research and Applications, 2025, ISSN 2096-7209
Publisher: Elsevier BV
DOI: 10.1016/J.BCRA.2025.100403

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

Author(s): Wenbo Sun, Qiming Guo, Wenlu Wang, Rihan Hai
Published in: Proceedings of the ACM on Management of Data, Issue 3, 2025, ISSN 2836-6573
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3769836

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

Author(s): Aditya Shankar, Lydia Chen, Arie van Deursen, Rihan Hai
Published in: Proceedings of the ACM on Management of Data, Issue 3, 2025, ISSN 2836-6573
Publisher: 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

Author(s): Luisa Schuhmacher, Hazem Sallouha, Ihsane Gryech, Sofie Pollin
Published in: IEEE International Conference on Communications (ICC) 2026, 2026
Publisher: Arxiv

Harpoon: Generalised Manifold Guidance for Conditional Tabular Diffusion

Author(s): Aditya Shankar, Yuandou Wang, Rihan Hai, Lydia Chen
Published in: ICLR 2026, The Fourteenth International Conference on Learning Representations, 2026
Publisher: 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

Author(s): Michalis Rantopoulos, Ioannis Chochliouros
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: Zenodo

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

Author(s): Navideh Ghafouri, John Vardakas, Christos Verikoukis
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.18875434

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

Author(s): Mazene Ameur, Bouziane Brik, Adlen Ksentini
Published in: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2025
Publisher: IEEE
DOI: 10.1109/ICMLCN64995.2025.11140130

Initial DataOps Architecture for 6G-DALI  

Author(s): Vasiliki Parousidou; Eleni Zarogianni; Vasileios Theodorou
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: Zenodo

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

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

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

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

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

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

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

Author(s): Mahdi Sharara, Chris Murphy, Sameh Yamany, Agustín Pozuelo
Published in: 2026 IEEE International Conference on Communications Workshops (ICC Workshops), 2026, ISSN 2694-2941
Publisher: IEEE
DOI: 10.1109/ICCWORKSHOPS63917.2026.11586706

Sampling Where It Matters: Predicting LLM Serving Performance

Author(s): Emile Aydar, Christian Pinto, Srikumar Venugopal, Dimitris Chatzopoulos
Published in: Proceedings of the Sixth European Workshop on Machine Learning and Systems, 2026
Publisher: ACM
DOI: 10.1145/3805621.3807633

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

Author(s): Luigi Briguglio,Lucas Pereira Carwile,Carmela Occhipinti,Dr. Francesca Morpurgo
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.20120184

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

Author(s): Mazene Ameur, Bouziane Brik, Adlen Ksentini
Published in: IEEE INFOCOM 2026 - IEEE Conference on Computer Communications, 2026, ISSN 2641-9874
Publisher: IEEE
DOI: 10.1109/INFOCOM59046.2026.11571629

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

Author(s): Themistoklis Sarantakos, Dimitrios Amaxilatis, Georgios Mylonas, Ioannis Chatzigiannakis
Published in: 2026 IFIP Networking Conference (IFIP Networking), 2026, ISSN 1861-2288
Publisher: IEEE
DOI: 10.23919/IFIPNETWORKING70592.2026.11579003

Foundation for Data Governance in 6G 

Author(s): Ignacio Dominguez Martinez-Casanueva,Lucia Cabanillas Rodrıguez,Diego Lopez
Published in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Publisher: Zenodo
DOI: 10.5281/ZENODO.19888040