A Residual Network based Improved Network Traffic Classification Algorithm

Convolutional neural network based network traffic classification scheme suffers many disadvantages such as the complex structure designing, gradient declines or even explodes, the deterioration of prediction accuracy, and etc. A residual network based improved traffic classification algorithm is pr...

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Bibliographic Details
Main Authors: Yu-bin LU, Han XUAN, Yan-hao WANG, Kai XU, Jia-hao ZHU, Jian-hua SHEN
Format: Article
Language:zho
Published: 《光通信研究》编辑部 2021-02-01
Series:Guangtongxin yanjiu
Subjects:
Online Access:http://www.gtxyj.com.cn/thesisDetails#10.13756/j.gtxyj.2021.01.001&lang=zh