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A VNF sharing method based on node selection probability using reinforcement learning in air-ground network

delete2025-07-15
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OA
AI
K
Ke Wang
Y
Yongjun Li *
X
Xiang Wang
Y
Yuanhao Liu
K
Kai Zhang
F
Fenglei Zhang
Z
Zhiqiang Ma
Z
Zhe Zhao
DOI:10.1016/j.comnet.2025.111521delete
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摘要

摘要

En 中文
• 为了解决空地网络中VNF共享的可靠性问题,我们设计了一种VNF共享评估机制以决定是否共享VNF,并采用强化学习方法来衡量网络节点的优先级。• 实验结果表明,我们的方法能够提高节点和链路资源的利用率,并在一定程度上降低SFC的整体延迟,同时确保较高的SFC接受率。
Keyword:
Network Function Virtualization
Service function chain
VNF sharing
Reinforcement learning
Air-ground network

期刊

Computer Networks 封面图
Computer Networks
IF:
4.6
论文数:
1.7K
被引数:
1.6W

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