GN5-2 Intelligent Networks: The Rise of Generative AI in Network Management
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| Auteurs principaux: | , , , , , |
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| Format: | Recurso digital |
| Langue: | anglais |
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Zenodo
2025
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| _version_ | 1866902319361163264 |
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| author | Filiposka, Sonja Pantazatos, Dimitrios Vuletić, Pavle Burkard, Vincent Torres Pérez, Claudia Golub, Ivana |
| author_facet | Filiposka, Sonja Pantazatos, Dimitrios Vuletić, Pavle Burkard, Vincent Torres Pérez, Claudia Golub, Ivana |
| contents | <p>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.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17349004 |
| institution | Zenodo |
| language | eng |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | GN5-2 Intelligent Networks: The Rise of Generative AI in Network Management Filiposka, Sonja Pantazatos, Dimitrios Vuletić, Pavle Burkard, Vincent Torres Pérez, Claudia Golub, Ivana GN5-2 GÉANT WP6 Network Development Technology AI Generative AI GenAI Artificial Intelligence Network Management Configuration <p>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.</p> |
| title | GN5-2 Intelligent Networks: The Rise of Generative AI in Network Management |
| topic | GN5-2 GÉANT WP6 Network Development Technology AI Generative AI GenAI Artificial Intelligence Network Management Configuration |
| url | https://doi.org/10.5281/zenodo.17349004 |