论文标题
走向零触摸网络:从层次语言系统的角度来看
Towards Zero Touch Networks: From the Perspective of Hierarchical Language Systems
论文作者
论文摘要
随着通信网络的复杂性和动态性的不断增长,智能网络操作和维护对网络运营商变得越来越重要。随着人工智能的快速发展,诸如“零触摸”,“基于意图”,“知识定义”和“自动驾驶”网络之类的概念已在网络社区中众所周知,以使网络自动易于管理并且对用户需求的响应良好。本文讨论了如何从类似语言的系统的角度实现零触摸网络。我们提出了一个专门用于网络的新型层次“语言”框架,以使零触摸网络从象征网络组件(统一网络组件,一个理解网络系统的统一框架)到具有网络语义的逻辑描述。提供了基于建议的语言框架的案例研究。最后,我们讨论了零触摸网络的情报模型的挑战和开放问题。
With ever-increasing complexity and dynamicity of communication networks, intelligent network operation and maintenance has become more important to network operators. With the fast development of artificial intelligence, concepts such as "Zero Touch", "Intent-based", "Knowledge-defined" and "Self-driving" networks have become well-known in networking community for a great vision of making networks automatically manageable and responsive to user demands. This article discusses how to achieve Zero Touch Networks from the perspective of language-like systems. We propose a novel hierarchical `language' framework dedicated for networks to enable the Zero Touch Network, which covers from symbolizing network components, a unified framework for understanding network systems, to the logical description with network semantics. A case study based on the proposed language framework is provided. Finally, we discuss the challenges and open issues of intelligence models for zero touch networks.