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.
翻译:随着通信网络的日益复杂和动态,智能网络的运行和维护对网络操作者更加重要。随着人工智能的快速发展,“零触摸”、“内源”、“知识定义”和“自驾”网络等概念在网络社区中已经广为人知,以便实现网络自动管理和满足用户需求的伟大愿景。本篇文章从类似语言的系统的角度讨论了如何实现零触摸网络。我们提议了一个新型的等级“语言”框架,专门用于网络,使零触摸网络从网络组成部分的符号化、理解网络系统的统一框架到网络语义学的逻辑描述。我们根据拟议的语言框架提供了案例研究。最后,我们讨论了零触摸网络情报模型的挑战和公开问题。