[1] |
BUJLOW T , CARELA-ESPANOL V , BARLET-ROS P . Independent comparison of popular DPI tools for traffic classification. Computer Networks, 2015(76): 75-89.
|
[2] |
钱亚冠, 张旻 . 基于过抽样技术的 P2P流量识别方法[J]. 电信科学 2014,30(4):109-113. QIAN Y G , ZHANG M . P2P traffic identification based over-sampling technique[J]. Telecommunications Science, 2014 30(4):109-113.
|
[3] |
TONGAONKAR A , TORRES R , ILIOFOROU M , et al. Towards self-adaptive network traffic classification[J]. Computer Communications, 2015(56): 35-46.
|
[4] |
SOYSALA M , SCHMIDT E G . Machine learning algorithms for accurate flow-based network trafficclassification:evaluation and comparison. Performance Evaluation, 2010,67(6): 451-467.
|
[5] |
SINGH H . Performance analysis of unsupervised machine learning techniques for network traffic classification[C]// 2015 Fifth International Conference on Advanced Computing &Communication Technologies (ACCT), Feb 21-25, 2015, Haryana,India. New Jersey: IEEE Press, 2015: 401-404.
|
[6] |
徐鹏, 刘琼, 林森 . 基于支持向量机的Internet流量分类研究[J]. 计算机研究与发展 2009,46(3):407-414. XU P , LIU Q , LIN S . Internet traffic classification using support vector machine[J]. Journal of Computer Research and Development, 2009 46(3):407-414.
|
[7] |
ESTE A , GRINGOLI F , SALGARELLI L . Support vector machines for TCP traffic classification[J]. The International Journal of Computer and Telecommunications Networking, 2009,53(14): 2476-2490.
|
[8] |
ZHOU X S . A P2P traffic classification method based on SVM[C]// The 2008 International Symposium on Computer Science and Computational Technology, Dec 20-22, 2008, Washington,DC,USA.[S.1.:s.n.], 2008: 53-57.
|
[9] |
LI Z , YUAN R , GUAN X . Accurate classification of the internet traffic based on the svm method[C]// The IEEE International Conference onCommunications,2007(ICC'07), June 24-28, 2007, Glasgow,Scotland. New Jersey: IEEE Press, 2007: 1373-1378.
|
[10] |
CHANG C C , LIN C J . LIBSVM:a library for support vector machines[EB/OL]. [2001-07-20]. .
|
[11] |
KREBEL H G . Pairwise classification and support vector machines[A]// SCHOLKIPF B,BURGES C J C,SMOLA A.Advances in kernel methods:support vector learning[M]. Cambridge: The MIT Press, 1999: 255-268.
|
[12] |
XIE G , ILIOFOTOU M , KERALAPURA R , et al. Subflow:Towards practical flow-level traffic classification[C]// IEEE INFOCOM 2012, March 25-30, 2012, Orlando,FL,USA. New Jersey: IEEE Press, 2012: 2541-2545.
|
[13] |
GUYONG I , WESTON J , BARNHILL S , et al. Gene selection for cancer classification using support vector machines[J]. Machine Learning, 2002,46(1-3): 389-422.
|
[14] |
MOORE A W.Dataset[EB/OL]. [2009-06-29]. .
|