Scheduling with Flow Prediction Based on Time and Frequency 2D Classification for Hybrid Electrical/Optical Intra-Datacenter Networks

Ao Yu, Hui Yang, Qiuyan Yao, Yajie Li, Huifeng Guo, Tao Peng, Haibin Li, Jie Zhang

Abstract: This paper first presents a 2D traffic classification-based flow prediction method and a corresponding resource allocation algorithm supported by B-RNN in intra-datacenter networks. Results show that the proposed method improves prediction accuracy and network performance.