First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks Article Swipe

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Xiaomin Liu , Qizhi Qiu , Yihao Zhang , Yixiang Cheng , Lilin Yi , Weisheng Hu , Qunbi Zhuge ·

YOU? · · 2024 · Open Access · · DOI: https://doi.org/10.48550/arxiv.2409.14605

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.

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Type: preprint
Language: en
Landing Page: http://arxiv.org/abs/2409.14605
PDF: https://arxiv.org/pdf/2409.14605
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Cited By: 1
Related Works: 10
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DOI: https://doi.org/10.48550/arxiv.2409.14605

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Title: First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks

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Type: preprint

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Language: en

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Publication year: 2024

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Publication date: 2024-09-22

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Authors: Xiaomin Liu, Qizhi Qiu, Yihao Zhang, Yixiang Cheng, Lilin Yi, Weisheng Hu, Qunbi Zhuge

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Landing page: https://arxiv.org/abs/2409.14605

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Concepts: Field trial, Field (mathematics), Engineering, Systems engineering, Computer science, Mathematics, Pure mathematics, Agronomy, Biology

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Cited by: 1

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