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

Información del proyecto

6G-DALI

Identificador del acuerdo de subvención: 101192750

DOI

10.3030/101192750

Fecha de la firma de la CE 6 Diciembre 2024

Fecha de inicio 1 Enero 2025

Fecha de finalización 31 Diciembre 2027

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 6 223 736,25

Aportación de la UE

€ 5 826 453,13

Coordinado por

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

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Peer reviewed articles (6)

ado: a Python framework for computational experimentation and benchmarking

Autores: Michael A. Johnston, Alessandro Pomponio
Publicado en: Journal of Open Source Software, Edición 11, 2026, ISSN 2475-9066
Editor: The Open Journal
DOI: 10.21105/JOSS.10304

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

Autores: Mazene Ameur, Bouziane Brik, and Adlen Ksentini
Publicado en: IEEE Communications Magazine, 2025, ISSN 1558-1896
Editor: IEEE
DOI: 10.1109/MCOM.001.2500366

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

Autores: Mazene Ameur, Bouziane Brik, Adlen Ksentini
Publicado en: IEEE Transactions on Machine Learning in Communications and Networking, Edición 3, 2025, ISSN 2831-316X
Editor: 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

Autores: Yuandou Wang, Zhiming Zhao
Publicado en: Blockchain: Research and Applications, 2025, ISSN 2096-7209
Editor: Elsevier BV
DOI: 10.1016/J.BCRA.2025.100403

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

Autores: Wenbo Sun, Qiming Guo, Wenlu Wang, Rihan Hai
Publicado en: Proceedings of the ACM on Management of Data, Edición 3, 2025, ISSN 2836-6573
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3769836

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

Autores: Aditya Shankar, Lydia Chen, Arie van Deursen, Rihan Hai
Publicado en: Proceedings of the ACM on Management of Data, Edición 3, 2025, ISSN 2836-6573
Editor: 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

Autores: Luisa Schuhmacher, Hazem Sallouha, Ihsane Gryech, Sofie Pollin
Publicado en: IEEE International Conference on Communications (ICC) 2026, 2026
Editor: Arxiv

Harpoon: Generalised Manifold Guidance for Conditional Tabular Diffusion

Autores: Aditya Shankar, Yuandou Wang, Rihan Hai, Lydia Chen
Publicado en: ICLR 2026, The Fourteenth International Conference on Learning Representations, 2026
Editor: 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

Autores: Michalis Rantopoulos, Ioannis Chochliouros
Publicado en: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Editor: Zenodo

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

Autores: Navideh Ghafouri, John Vardakas, Christos Verikoukis
Publicado en: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.18875434

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

Autores: Mazene Ameur, Bouziane Brik, Adlen Ksentini
Publicado en: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2025
Editor: IEEE
DOI: 10.1109/ICMLCN64995.2025.11140130

Initial DataOps Architecture for 6G-DALI  

Autores: Vasiliki Parousidou; Eleni Zarogianni; Vasileios Theodorou
Publicado en: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2025
Editor: Zenodo

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

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

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

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

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

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

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

Autores: Mahdi Sharara, Chris Murphy, Sameh Yamany, Agustín Pozuelo
Publicado en: 2026 IEEE International Conference on Communications Workshops (ICC Workshops), 2026, ISSN 2694-2941
Editor: IEEE
DOI: 10.1109/ICCWORKSHOPS63917.2026.11586706

Sampling Where It Matters: Predicting LLM Serving Performance

Autores: Emile Aydar, Christian Pinto, Srikumar Venugopal, Dimitris Chatzopoulos
Publicado en: Proceedings of the Sixth European Workshop on Machine Learning and Systems, 2026
Editor: ACM
DOI: 10.1145/3805621.3807633

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

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

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

Autores: Mazene Ameur, Bouziane Brik, Adlen Ksentini
Publicado en: IEEE INFOCOM 2026 - IEEE Conference on Computer Communications, 2026, ISSN 2641-9874
Editor: IEEE
DOI: 10.1109/INFOCOM59046.2026.11571629

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

Autores: Themistoklis Sarantakos, Dimitrios Amaxilatis, Georgios Mylonas, Ioannis Chatzigiannakis
Publicado en: 2026 IFIP Networking Conference (IFIP Networking), 2026, ISSN 1861-2288
Editor: IEEE
DOI: 10.23919/IFIPNETWORKING70592.2026.11579003

Foundation for Data Governance in 6G 

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