[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)

キーワード：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.