Paper ID: 2504.01234 • Published Apr 1, 2025
First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An LLM-Powered Multi-AI-Agent Solution
Yihao Zhang, Qizhi Qiu, Xiaomin Liu, Dianxuan Fu, Xingyu Liu, Leyan Fei, Yuming Cheng, Lilin Yi, Weisheng Hu, Qunbi Zhuge
Shanghai Jiao Tong University
TL;DR
Get AI-generated summaries with premium
Get AI-generated summaries with premium
We demonstrate the first cross-domain cross-layer level-4 autonomous optical
network via a multi-AI-agent system. Field trials show 98 percent task
completion rate across the distributed AI training lifecycle-3.2x higher than
single agents using state-of-the-art LLMs.