@techreport{irtf-nmrg-llm-nm-00,
    number =    {draft-irtf-nmrg-llm-nm-00},
    type =      {Internet-Draft},
    institution =   {Internet Engineering Task Force},
    publisher = {Internet Engineering Task Force},
    note =      {Work in Progress},
    url =       {https://datatracker.ietf.org/doc/draft-irtf-nmrg-llm-nm/00/},
    author =    {Yong Cui and Mingzhe Xing and Lei Zhang},
    title =     {{A Framework for LLM-Assisted Network Management with Human-in-the-Loop}},
    pagetotal = 12,
    year =      2025,
    month =     mar,
    day =       13,
    abstract =  {This document defines an interoperable framework that facilitates collaborative network management between Large Language Models (LLMs) and human operators. The proposed framework introduces enhanced telemetry module, LLM decision module and standardized interaction data models between human operators and LLM-driven systems, and workflows to enforce human oversight. The approach ensures compatibility with existing network management systems and protocols while improving automation and decision-making capabilities in network operations.},
}