[ThE3] Machine Learning and Data Analytics

[ThE3-2] Neural Network based Online Flow Classifier Implemented by FPGA in Optical DCN

〇Rui Wang, Cen Wang, Xiong Gao, Hongxiang Guo, Jian Wu (Beijing Univ. of Posts and Telecommunications, China)

Keywords:Data Center Network and Subsystem, Data analytics for network control and management in optical core/data center networks

We implemented the online flow classifier based on neural network by FPGA. Experimental results show the classification accuracy reaches 99.8% and the training time of our scheme is 1719 atimes faster than CPU implementation.