DNFS-VNE: Deep Neuro-Fuzzy System-Driven Virtual Network Embedding Algorithm

A Xiao, N Chen, S Wu, S Shen, W Ding… - arXiv preprint arXiv …, 2023 - arxiv.org
By decoupling substrate resources, network virtualization (NV) is a promising solution for
meeting diverse demands and ensuring differentiated quality of service (QoS). In particular,
virtual network embedding (VNE) is a critical enabling technology that enhances the
flexibility and scalability of network deployment by addressing the coupling of Internet
processes and services. However, in the existing works, the black-box nature of deep neural
networks (DNNs) limits the analysis, development, and improvement of systems. In recent …

DNFS-VNE: Deep Neuro Fuzzy System Driven Virtual Network Embedding

A Xiao, N Chen, S Wu, P Zhang, S Cao… - arXiv e …, 2023 - ui.adsabs.harvard.edu
By decoupling substrate resources, network virtualization (NV) is a promising solution for
meeting diverse demands and ensuring differentiated quality of service (QoS). In particular,
virtual network embedding (VNE) is a critical enabling technology that enhances the
flexibility and scalability of network deployment by addressing the coupling of Internet
processes and services. However, in the existing works, the black-box nature of deep neural
networks (DNNs) limits the analysis, development, and improvement of systems. In recent …
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