Work

GN5-2 Intelligent Networks: The Rise of Generative AI in Network Management

Year: 2025

Type: article

Abstract: 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.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.17349003

Authors: Filiposka, Sonja, Pantazatos, Dimitrios, Vuletić, Pavle, Burkard, Vincent, Torres Pérez, Claudia, Golub, Ivana