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LLM-Driven Multi-Agent Framework for Autonomous Network Slice Management: Architecture and Proof-of-Concept Experiments

Network slicing (NS) enables service providers to create independent virtual networks, storage, and computing resources (so-called slices) from a shared physical infrastructure across one or more operators. These slices can be tailored to specific services, user needs, and Quality-of-Service (QoS) r...

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Principais autores: Abdulhalim Dandoush, Viswanath Kumarskandpriya, Mueen Uddin, Ahmed Farouk, Merouane Debbah
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2026-01-01
Serier:IEEE Open Journal of the Communications Society
Fag:
LLM
NLP
network management
network orchestration
network slicing
multi-agent systems
Online adgang:https://ieeexplore.ieee.org/document/11573048/
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