GN5-2 Intelligent Networks: The Rise of Generative AI in Network Management
Generative AI is reshaping the landscape of network management, enabling systems that analyse and create configurations, reason on fault resolutions and traffic patterns, and proactively respond to emerging threats. This white paper provides a state-of-the-art review of the use of generative AI through the scope of the FCAPS framework. The aim is to present and highlight current capabilities and research directions, as well as identify the challenges of integrating these technologies into real-world networks.
Institutions
- National Technical University of Athens (GR)
- Friedrich-Alexander-Universität Erlangen-Nürnberg (DE)
- University of Belgrade (RS)
- Poznan Supercomputing and Networking Center (PL)
- i2CAT (ES)
- University of Ss. Cyril and Methodius in Trnava (SK)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2025-10-13
- DOI
- https://doi.org/10.5281/zenodo.17349003
- Primary Topic
- Software-Defined Networks and 5G
- Type
- article
- Field-Weighted Citation Impact
- 0.00