大模型驱动的网络智能运营管理标准化和应用展望

摘要：大模型的迅猛发展正在深刻变革网络运营管理方式，推动自智网络从“外挂式智能”迈向“内生式智能”。聚焦大模型驱动的网络智能运营管理，在分析网络运营管理智能化的发展需求基础上，总结了网络运营管理大模型标准化进展。之后，在提出大模型驱动的网络智能运营管理架构基础上，阐述了大模型在网络自配置、自优化、自治愈等过程的关键技术和挑战。针对大模型在网络运营管理智能化中的应用和实例进行了验证，展望面向未来“标准引领、价值落地、能力演进”愿景的大模型运维体系，为实现真正智能自治的网络管理范式转型提供参考。

关键词：网络智能运营管理；大模型；自智网络；智能体

Abstract: The rapid development of large models is profoundly transforming the methods of network operation and management, driving autonomous networks to evolve from "external intelligence" to "embedded intelligence." This paper focuses on large model-driven intelligent network operation and management. Based on an analysis of the development needs for intelligent network operation and maintenance, it summarizes the standardization progress of large models in network operation and management. Subsequently, after proposing a large model-driven architecture for intelligent network operation and management, this paper elaborates on the key technologies and challenges in processes such as self-configuration, self-optimization, and self-healing in networks. Following this, this paper validates the application and examples of large models in the intelligentization of network operation and management. Finally, it envisions a future large model-based operation and maintenance system guided by "standard leadership, value realization, and capability evolution," providing a reference for the paradigm shift toward truly intelligent and autonomous network management.

Keywords: Intelligent network operation and management; large model; autonomous network; intelligent agent