First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An LLM-Powered Multi-AI-Agent Solution
Fuente:
arXiv
Saved in:
| Main Authors: | , , , , , , , , , |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866915562399989760 |
|---|---|
| author | Zhang, Yihao Qiu, Qizhi Liu, Xiaomin Fu, Dianxuan Liu, Xingyu Fei, Leyan Cheng, Yuming Yi, Lilin Hu, Weisheng Zhuge, Qunbi |
| author_facet | Zhang, Yihao Qiu, Qizhi Liu, Xiaomin Fu, Dianxuan Liu, Xingyu Fei, Leyan Cheng, Yuming Yi, Lilin Hu, Weisheng Zhuge, Qunbi |
| contents | We demonstrate the first cross-domain cross-layer level-4 autonomous optical network via a multi-AI-agent system. Field trials show ~98% task completion rate across the distributed AI training lifecycle-3.2x higher than single agents using state-of-the-art LLMs. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_01234 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An LLM-Powered Multi-AI-Agent Solution Zhang, Yihao Qiu, Qizhi Liu, Xiaomin Fu, Dianxuan Liu, Xingyu Fei, Leyan Cheng, Yuming Yi, Lilin Hu, Weisheng Zhuge, Qunbi Multiagent Systems Optics We demonstrate the first cross-domain cross-layer level-4 autonomous optical network via a multi-AI-agent system. Field trials show ~98% task completion rate across the distributed AI training lifecycle-3.2x higher than single agents using state-of-the-art LLMs. |
| title | First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An LLM-Powered Multi-AI-Agent Solution |
| topic | Multiagent Systems Optics |
| url | https://arxiv.org/abs/2504.01234 |