Publication: DAEMON: A network intelligence plane for 6G networks
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2022-12-04
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IEEE
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Abstract
While there is a clear trend towards network automation through the usage of Artificial Intelligence (AI) and Machine Learning (ML) solutions, the major reference network architectures are still not natively including all the mechanisms needed to handle Network Intelligence (NI). This paper introduces a novel architecture proposed within the EU-funded DAEMON project, which includes a Network Intelligence Plane (NIP) that natively integrates NI into the network operation, management, and orchestration procedures. We do so by analyzing the gaps in current reference architectures and designing a Network Intelligence Orchestration (NIO) that handles the most important NI-related mechanisms such as lifecycle management, coordination, and data management.
Description
Proceedings of: IEEE Global Communications Conference, 04-08 December 2022, Rio de Janeiro, Brazil.
Keywords
6G, Mobile networks, Network intelligence, Network intelligence function, Network intelligence plane, Network intelligence service, Orchestration
Bibliographic citation
Camelo, M., Gramaglia, M., Soto, P., Fuentes, L., Ballesteros, J., Bazco-Nogueras, A., Garcia-Aviles, G., Latre, S., Garcia-Saavedra, A. & Fiore, M. (04-08 December 2022). DAEMON: A Network Intelligence Plane for 6G Networks [proceedings]. 2022 IEEE Globecom Workshops (GC Wkshps), Rio de Janeiro, Brazil.