Online Coordinated NFV Resource Allocation via Novel Machine Learning Techniques

Thanks to Network Function Virtualization (NFV), Internet Service Providers (ISPs) can improve network resource utilization with significantly reduced capital and operational expenditures. To dig deeper into the potential of NFV, an important challenge is the resource allocation problem in NFV (NFV-...

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Veröffentlicht in:	IEEE eTransactions on network and service management 2023-03, Vol.20 (1), p.563-577
Hauptverfasser:	Li, Zhiyuan, Wu, Lijun, Zeng, Xiangyun, Yue, Xiaofeng, Jing, Yulin, Wu, Wei, Su, Kaile
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Deep learning Expenditures Feature extraction Heuristic algorithms Heuristic methods Internet service providers Machine learning multi-agent deep reinforcement learning Multiagent systems Network function virtualization Neural networks Optimization Reinforcement learning Resource allocation Resource management Resource utilization Training
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