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EU funding (€5,826,453): 6G-DALI: 6G DAta and ML operations automation via an end-to-end AI framework Hor16 Dec 2024 EU Research and Innovation programme "Horizon"
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6G-DALI: 6G DAta and ML operations automation via an end-to-end AI framework
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.
Funded Companies:
| Company name | Funding amount |
| 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 |
Source: https://cordis.europa.eu/project/id/101192750
The filing refers to a past date, and does not necessarily reflect the current state.
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