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  4. Multi-Agent Design for LLM-assisted Network Management
 
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2025
Conference Paper
Title

Multi-Agent Design for LLM-assisted Network Management

Abstract
We propose a network automation solution using pre-trained LLMs and advanced prompt engineering that ensures NDA confidentiality compliance. Our method achieves a 96.7% success rate in executing user intent into network operations without model fine-tuning.
Author(s)
Zaid, Hussein
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Safari, Pooyan
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Shariati, Mohammad Behnam
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Jafari, Aydin
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Balanici, Mihail
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Fischer, Johannes Karl
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Mainwork
Optical Fiber Communication Conference, OFC 2025  
Conference
Optical Fiber Communication Conference 2025  
DOI
10.1364/OFC.2025.W1A.4
Language
English
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
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