First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks
<|reference_start|>First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks: We design and demonstrate the first field trial of LLM-powered AI Agent for ADON. Three operation modes of the Agent are proposed for network lifecycle management. The Agent efficiently processes wavelength add/drop and soft/hard failures, and achieves comparable performance to human-designed algorithms for power optimization.<|reference_end|>
@article{liu2024first,
    title={First Field Trial of LLM-Powered AI Agent for Lifecycle Management of
  Autonomous Driving Optical Networks},
    author={Xiaomin Liu, Qizhi Qiu, Yihao Zhang, Yuming Cheng, Lilin Yi, Weisheng
  Hu, Qunbi Zhuge},
    journal={arXiv preprint arXiv:2409.14605},
    year={2024},
    archivePrefix={arXiv},
    eprint={2409.14605},
    primaryClass={eess.SY cs.SY}
}