DAEMON
Network intelligence for aDAptive and sElf-Learning MObile Networks
(01/2021 – 12/2023)
Aim: A first systematic integration of NI (Network Intelligence) in network architectures.
The DAEMON project develops and implements innovative and pragmatic approaches to Network Intelligence - NI) design that enable high performance, sustainable and extremely reliable zero-touch network system. The project will carry out a systematic analysis of which NI tasks are appropriately solved with AI models, thus providing a solid set of guidelines for the use of machine learning (ML) in network functions.
Advances to NI devised by DAEMON will be applied in practical network settings to: (i) deliver extremely high performance while making an efficient use of the underlying radio and computational resources; (ii) reduce the energy footprint of mobile networks; and (iii) provide extremely high reliability beyond that of 5G systems. To achieve this, DAEMON will design practical algorithms for eight concrete NI-assisted functionalities that will be evaluated in real-world conditions via four experimental sites.
The project aims at the following objectives:
