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

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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 (4)

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 (3)

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

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