Online Service Provisioning in NFV-Enabled Networks Using Deep Reinforcement Learning
Online Service Provisioning in NFV-Enabled Networks Using Deep Reinforcement Learning
In this paper, we study a Deep Reinforcement Learning (DRL) based framework for an online end-user service provisioning in a Network Function Virtualization (NFV)-enabled network.We formulate an optimization problem aiming to minimize the cost of network resource utilization.The main challenge is provisioning the online service requests by fulfilling their Quality …