Online virtual network function placement in 5G networks

The placement of network functions in 5G networks, known as the Virtual Network Function-Forwarding Graph Embedding (VNF-FGE) problem, presents challenges in resource allocation, energy efficiency, and real-time service delivery. This paper introduces two reinforcement learning methods, OGA and Hybr...

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Vydané v:	Computing Ročník 107; číslo 5; s. 120
Hlavní autori:	Esfandyari, Alborz, Zali, Zeinab, Hashemi, Massoud Reza
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Vienna Springer Vienna 01.05.2025 Springer Nature B.V
Predmet:	5G mobile communication Artificial Intelligence Computer Appl. in Administrative Data Processing Computer Communication Networks Computer Science Energy consumption Genetic algorithms Information Systems Applications (incl.Internet) Linear programming Optimization Performance evaluation Placement Real time Regular Paper Resource allocation Software Engineering Virtual networks Wireless networks Multi-access edge computing 68 Genetic algorithm 49 Optimal placement Reinforcement learning 5G wireless network technology Network function virtualization 94
ISSN:	0010-485X, 1436-5057
On-line prístup:	Získať plný text
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