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Authors: Fatemeh Baghdadi 1 ; Davide Cirillo 1 ; Daniele Lezzi 2 ; Francesc Lordan 2 ; Fernando Vazquez 2 ; Eugenio Lomurno 3 ; Alberto Archetti 3 ; Danilo Ardagna 3 and Matteo Matteucci 3

Affiliations: 1 Department of Life Sciences, Barcelona Supercomputing Center, Barcelona, Spain ; 2 Department of Computer Sciences, Barcelona Supercomputing Center, Barcelona, Spain ; 3 Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy

Keyword(s): Edge Computing, Machine Learning, Personalized Healthcare, Maintenance and Inspection, Farming 4.0.

Abstract: The AI-SPRINT project, launched in 2021 and funded by the European Commission, focuses on the development and implementation of AI applications across the computing continuum. This continuum ensures the coherent integration of computational resources and services from centralized data centers to edge devices, facilitating efficient and adaptive computation and application delivery. AI-SPRINT has achieved significant scientific advances, including streamlined processes, improved efficiency, and the ability to operate in real time, as evidenced by three practical use cases. This paper provides an in-depth examination of these applications – Personalized Healthcare, Maintenance and Inspection, and Farming 4.0 – highlighting their practical implementation and the objectives achieved with the integration of AI-SPRINT technologies. We analyze how the proposed toolchain effectively addresses a range of challenges and refines processes, discussing its relevance and impact in multiple domains . After a comprehensive overview of the main AI-SPRINT tools used in these scenarios, the paper summarizes of the findings and key lessons learned. (More)

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Paper citation in several formats:
Baghdadi, F.; Cirillo, D.; Lezzi, D.; Lordan, F.; Vazquez, F.; Lomurno, E.; Archetti, A.; Ardagna, D. and Matteucci, M. (2024). Harnessing the Computing Continuum Across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0. In Proceedings of the 14th International Conference on Cloud Computing and Services Science - CLOSER; ISBN 978-989-758-701-6; ISSN 2184-5042, SciTePress, pages 375-385. DOI: 10.5220/0012739700003711

@conference{closer24,
author={Fatemeh Baghdadi. and Davide Cirillo. and Daniele Lezzi. and Francesc Lordan. and Fernando Vazquez. and Eugenio Lomurno. and Alberto Archetti. and Danilo Ardagna. and Matteo Matteucci.},
title={Harnessing the Computing Continuum Across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0},
booktitle={Proceedings of the 14th International Conference on Cloud Computing and Services Science - CLOSER},
year={2024},
pages={375-385},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012739700003711},
isbn={978-989-758-701-6},
issn={2184-5042},
}

TY - CONF

JO - Proceedings of the 14th International Conference on Cloud Computing and Services Science - CLOSER
TI - Harnessing the Computing Continuum Across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0
SN - 978-989-758-701-6
IS - 2184-5042
AU - Baghdadi, F.
AU - Cirillo, D.
AU - Lezzi, D.
AU - Lordan, F.
AU - Vazquez, F.
AU - Lomurno, E.
AU - Archetti, A.
AU - Ardagna, D.
AU - Matteucci, M.
PY - 2024
SP - 375
EP - 385
DO - 10.5220/0012739700003711
PB - SciTePress