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.

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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
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article

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

Zenodo (CERN European Organization for Nuclear Research)
Software-Defined Networks and 5G
article

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

article en

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.

Zenodo (CERN European Organization for Nuclear Research)
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)
Openalex Percentile: Top 43%
Software-Defined Networks and 5G
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GN5-2 Intelligent Networks: The Rise of Generative AI in Network Management · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS