Fast and Scalable Network Slicing by Integrating Deep Learning with Lagrangian Methods

Network slicing is a key technique in 5G and beyond for efficiently supporting diverse services. Many network slicing solutions rely on deep learning to manage complex and high-dimensional resource allocation problems. However, deep learning models suffer limited generalization and adaptability to d...

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Hauptverfasser:	Hu, Tianlun, Liao, Qi, Liu, Qiang, Massaro, Antonio, Carle, Georg
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning Computer Science - Networking and Internet Architecture
Online-Zugang:	Volltext bestellen
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