Abstract
We propose an adaptive traffic data augmentation technique based on generative adversarial networks trained with partial experimental data for optical networks and verify that the augmented traffic is similar to experimental traffic under diverse scenarios.
© 2019 The Author(s)
PDF ArticleMore Like This
Cheng Xing, Chunyu Zhang, Bing Ye, Danshi Wang, Yinqiu Jia, Jin Li, and Min Zhang
M3G.4 Optical Fiber Communication Conference (OFC) 2023
Lareb Zar Khan, Joao Pedro, Nelson Costa, Antonio Napoli, and Nicola Sambo
We4B.3 European Conference and Exhibition on Optical Communication (ECOC) 2022
N. Sambo, L. Zar Khan, J. Pedro, N. Costa, L. De Marinis, and A. Napoli
NeM3B.1 Photonic Networks and Devices (Networks) 2023