Slice-Scaling Strategy Based on Representation Learning in Flex-Grid Optical Networks

Jingwen Nan, Hui Yang, Ao Yu, Yajie Li, Huifeng Guo, Tao Peng, Jie Zhang

Abstract: We propose a slice-scaling strategy adapting to dynamic demands based on representation learning in flex-grid optical networks. Experiments show our strategy has lower latency than others when dealing with the slice-scaling problem.