Artificial Intelligence (AI) is pivotal in advancing mobile network systems by facilitating smart capabilities and automation. The transition from 4G to 5G has substantial implications for AI in consolidating a network predominantly geared towards business verticals. In this context, 3GPP has specified and introduced the Network Data Analytics Function (NWDAF) entity at the network's core to provide insights based on AI algorithms to benefit network orchestration. This paper proposes a framework for evolving NWDAF that presents the interfaces necessary to further empower the core network with AI capabilities B5G and 6G. In addition, we identify a set of research directions for realizing a distributed e-NWDAF.
翻译:人工智能(AI)在推动移动网络系统智能化与自动化方面具有关键作用。从4G向5G的演进对AI在整合面向垂直行业的网络架构方面产生了深远影响。在此背景下,3GPP在网络核心层规范并引入了网络数据分析功能(NWDAF)实体,旨在通过AI算法提供网络洞察以优化网络编排。本文提出了一种NWDAF演进框架,该框架定义了赋能B5G/6G核心网络AI能力所必需的接口体系。此外,我们针对分布式增强型NWDAF的实现提出了一系列研究方向。