An accurate traffic classification model based on support vector machines

• Published in: International journal of network management Vol. 27; no. 1; pp. e1962 - n/a
• Main Authors: Cao, Jie, Fang, Zhiyi, Qu, Guannan, Sun, Hongyu, Zhang, Dan
• Format: Journal Article
• Language: English
• Published: Chichester Wiley Subscription Services, Inc 01.01.2017
• Subjects: Algorithms; Classification; Classifiers; Mathematical models; Parameters; Principal components analysis; Support vector machines; Traffic engineering

Summary Network traffic classification is a fundamental research topic on high‐performance network protocol design and network operation management. Compared with other state‐of‐the‐art studies done on the network traffic classification, machine learning (ML) methods are more flexible and intelligen...