ML-based pre-deployment SDN performance prediction with neural network boosting regression

Weiwei Jiang, Haoyu Han, Miao He, Weixi Gu

Abstract: Highlights•A prediction-based SDN network configuration and deployment scheme is defined.•A ML-based pre-deployment SDN performance prediction problem is well-formulated.•A neural network boosting regression model is proposed as the solution.