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Financement de l’UE (5 826 453 €) : 6G-DALI : DAta 6G et automatisation des opérations ML via un cadre d’IA de bout en bout Hor16/12/2024 Programme de recherche et d'innovation de l'UE « Horizon »
Texte
6G-DALI : DAta 6G et automatisation des opérations ML via un cadre d’IA de bout en bout
One of the key enablers of 6G is undoubtedly the Native support of AI/ML at all the system levels, components, and mechanisms, from the orchestration and management levels to the low-level optimization of the infrastructure resources, including Cloud, Edge, RAN, Core Network, as well as a transport network. Despite the opportunities, there are several gaps that hinder the adoption of AI/ML in 6G, such as the lack of extensive and high-quality datasets that are required to train the models. On the other hand, AI model testing and performance evaluation in a representative staging environment (by emulation or real deployment) is also challenging without access to an end-to-end 6G testbed or representative Digital Twin environment. To this end, 6G-DALI aims to deliver an end-to-end AI framework for 6G, structured in two interdependent pillars, (1) AI experimentation as a service via MLOps and (2) Data and analytics collection and storage via DataOps. The 6G-DALI DataOps pillar provides the mechanisms for preparing clean and processed data that are stored within a 6G Dataspace and are made available for training and validating machine learning models as a service, a part of the MLOps Pillar. The end-to-end framework also delivers continuous monitoring, drift detection and retraining of models. Finally, 6G-DALI will deliver open datasets, a 6G Dataspace for dataset storage and secure sharing, and a Digital Twin testbed for data generation on demand.
| Athina-Erevnitiko Kentro Kainotomias Stis Technologies TIS Pliroforias, TON Epikoinonion Kai TIS Gnosis | 737 500 € |
| Cyberethics LAB Srls | 330 188 € |
| Eurecom GIE | 691 750 € |
| IBM Ireland Ltd. | 408 223 € |
| Intracom Single Member SA Telecom Solutions | 486 000 € |
| Iquadrat Informatica SL | 564 750 € |
| Katholieke Universiteit Leuven | 410 000 € |
| Nextworks Srl | 414 000 € |
| Organismos Tilepikoinonion TIS Ellados Ote ΑΕ | 247 950 € |
| Spark Works Ltd. | 348 750 € |
| TECHNISCHE UNIVERSITEIT DELFT | 411 655 € |
| Telefonica Innovacion Digital SL | 379 688 € |
| Viavi Solutions France SAS | 396 000 € |
https://cordis.europa.eu/project/id/101192750
Cette annonce se réfère à une date antérieure et ne reflète pas nécessairement l’état actuel.
