Research on Generalized Intelligent Routing Technology Based on Graph Neural Network

Research on Generalized Intelligent Routing Technology Based on Graph Neural Network

Aiming at the problems of poor load balancing ability and weak generalization of the existing routing algorithms, this paper proposes an intelligent routing algorithm, GNN-DRL, in the Software Defined Networking (SDN) environment. The GNN-DRL algorithm uses a graph neural network (GNN) to perceive t...

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Bibliographic Details
Main Authors: Xiangyu Zheng, Wanwei Huang, Hui Li, Guangyuan Li
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Electronics
Subjects:
load balancing
generalizability
graph neural network (GNN)
deep reinforcement learning (DRL)
routing strategy
Online Access:https://www.mdpi.com/2079-9292/11/18/2952

Internet

https://www.mdpi.com/2079-9292/11/18/2952

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