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Conferences > ACPC > 2019 > T1C > T1C.3
  • Asia Communications and Photonics Conference (ACPC) 2019
  • OSA Technical Digest (Optica Publishing Group, 2019),
  • paper T1C.3

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

Jianing Niu, Yongmei Sun, Yongrui Zhang, and Yuefeng Ji

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Abstract

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.

© 2019 The Author(s)

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