Application layer classification of Internet traffic using ensemble learning models
作者： Asad Arfeen , Khizar Ul Haq , Syed Muhammad Yasir
DOI: 10.1002/NEM.2147
关键词:
摘要: Accurate application layer classification of Internet traffic has been a necessary requirement for various regulatory, control, and operational purposes of Internet service provider (ISP) …
sci-hub.st 参考文章(39)
Xin Jin, Anbang Xu, Rongfang Bie, Ping Guo, Machine learning techniques and chi-square feature selection for cancer classification using SAGE gene expression profiles international conference on data mining. pp. 106- 115 ,(2006) , 10.1007/11691730_11
Yu Wang, Yang Xiang, Jun Zhang, Wanlei Zhou, Guiyi Wei, Laurence T. Yang, Internet Traffic Classification Using Constrained Clustering IEEE Transactions on Parallel and Distributed Systems. ,vol. 25, pp. 2932- 2943 ,(2014) , 10.1109/TPDS.2013.307
Amuthan Prabakar Muniyandi, R. Rajeswari, R. Rajaram, Network Anomaly Detection by Cascading K-Means Clustering and C4.5 Decision Tree algorithm Procedia Engineering. ,vol. 30, pp. 174- 182 ,(2012) , 10.1016/J.PROENG.2012.01.849
Abdelwadood Moh'd A MESLEH, Chi Square Feature Extraction Based Svms Arabic Language Text Categorization System Journal of Computer Science. ,vol. 3, pp. 430- 435 ,(2007) , 10.3844/JCSSP.2007.430.435
Hyunchul Kim, KC Claffy, Marina Fomenkov, Dhiman Barman, Michalis Faloutsos, KiYoung Lee, Internet traffic classification demystified: myths, caveats, and the best practices conference on emerging network experiment and technology. pp. 11- ,(2008) , 10.1145/1544012.1544023
Jerome H. Friedman, Stochastic gradient boosting Computational Statistics & Data Analysis. ,vol. 38, pp. 367- 378 ,(2002) , 10.1016/S0167-9473(01)00065-2
Jun Zhang, Yang Xiang, Wanlei Zhou, Yu Wang, Unsupervised traffic classification using flow statistical properties and IP packet payload Journal of Computer and System Sciences. ,vol. 79, pp. 573- 585 ,(2013) , 10.1016/J.JCSS.2012.11.004
Thuy T.T. Nguyen, Grenville Armitage, A survey of techniques for internet traffic classification using machine learning IEEE Communications Surveys and Tutorials. ,vol. 10, pp. 56- 76 ,(2008) , 10.1109/SURV.2008.080406
Tom Auld, Andrew W. Moore, Stephen F. Gull, Bayesian Neural Networks for Internet Traffic Classification IEEE Transactions on Neural Networks. ,vol. 18, pp. 223- 239 ,(2007) , 10.1109/TNN.2006.883010
Fivos Constantinou, Panayiotis Mavrommatis, Identifying Known and Unknown Peer-to-Peer Traffic network computing and applications. pp. 93- 102 ,(2006) , 10.1109/NCA.2006.34