A LightGBM Based Noise Aware Wavelength Assignment Scheme in the Hybrid DWDM and QKD Networks

Jianing Niu,Yongmei Sun,Yongrui Zhang,Yuefeng Ji

2019 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP)（2019）

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摘要

We propose a noise aware wavelength assignment scheme in dynamic DWDM-QKD networks, in which the optimal channel allocations are periodically predicted by machine learning. The simulation results verify it effectively improves the secure key rate.

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关键词

machine learning,optimal channel allocations,hybrid DWDM network,LightGBM based noise aware wavelength assignment scheme,dynamic DWDM-QKD networks

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