网络切片智能管理方案研究

Wei Wang, Lei Sun, Guoyi Zhang, Dan-Ke Hong, Hailong Zhu
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引用次数: 0

摘要

网络切片技术可以在同一套网络基础设备的基础上,为不同的业务提供逻辑隔离的端到端虚拟专用网。业务需求的差异化、业务需求的动态性、网络基础设施的复杂性给网络切片的按需定制、网络资源的释放、再分配带来了巨大的挑战。提出利用分布式人工智能(AI)将各业务的数据作为数据集,训练序列预测模型和服务水平协议(SLA)参数-虚拟网络功能(VNF)映射模型,预测各子网片的流量变化和对分片的管理,进而对各子网片进行差异化、智能化的管理。
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Research on Intelligent Management Scheme of Network Slicing
Network slice technology can provide end-to-end virtual private networks which are logically isolated for differentiated services on the basis of the same set of network infrastructure equipment. The differentiation of business requirements, the dynamic business requirements, and the complexity of network infrastructure have brought great challenges to the on-demand customization of network slicing, and the release, redistribution of network resources. It is proposed to use the data of each service as a data set to train the sequence prediction model and the Service Level Agreement(SLA) parameter-Virtual Network Function(VNF) mapping model by distributed Artificial Intelligence(AI) to predict the traffic change of each subnet slice and the management of the slice, and then manage each subnet slice in a differentiated and intelligent pattern.
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