Near Optimal VNF Placement in Edge-Enabled 6G Networks

Carlos Ruiz De Mendoza,Bahador Bakhshi,Engin Zeydan,Josep Mangues-Bafalluy

2022 25th Conference on Innovation in Clouds, Internet and Networks (ICIN)（2022）

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摘要

Edge Computing (EC) in the sixth generation (6G) of mobile networks requires efficient resource allocation mechanisms for the Virtual Network Functions (VNFs) placement. Machine learning (ML) methods, and more specifically, Reinforcement Learning (RL), are a promising approach to solve this problem via learning an appropriate policy. The main contributions of this work are twofold. First, we obtai...

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关键词

NFV,VNF,EC,Dynamic Programming,MDP,Policy Iteration,Q-Learning,Reinforcement Learning

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