Framework for multi-level application traffic identification

作者: Sung-Ho Yoon , Kyu-Seok Shim , Su-Kang Lee , Myung-Sup Kim

DOI: 10.1109/APNOMS.2015.7275365

关键词:

摘要: … Precision is the ratio of correctly identified traffic over all predicted traffic in an individual application; and recall is the ratio of correctly identified traffic over all ground-truth traffic for an …

参考文章(10)
Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim, None, Software architecture for a lightweight payload signature-based traffic classification system traffic monitoring and analysis. pp. 136- 149 ,(2011) , 10.1007/978-3-642-20305-3_12
Andrew W. Moore, Konstantina Papagiannaki, Toward the Accurate Identification of Network Applications Lecture Notes in Computer Science. pp. 41- 54 ,(2005) , 10.1007/978-3-540-31966-5_4
Myung-Sup Kim, Hyun-Min An, Jae-Hyun Ham, Application traffic classification using statistic signature asia pacific network operations and management symposium. pp. 1- 6 ,(2013)
Sung-Ho Yoon, Myung-Sup Kim, None, An efficient method to maintain the header signatures for internet traffic identification asia pacific network operations and management symposium. pp. 1- 3 ,(2013)
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
Ji-hye Kim, Sung-Ho Yoon, Myung-Sup Kim, None, Study on traffic classification taxonomy for multilateral and hierarchical traffic classification asia pacific network operations and management symposium. pp. 1- 4 ,(2012) , 10.1109/APNOMS.2012.6356105
Nen-Fu Huang, Gin-Yuan Jai, Han-Chieh Chao, Yih-Jou Tzang, Hong-Yi Chang, Application traffic classification at the early stage by characterizing application rounds Information Sciences. ,vol. 232, pp. 130- 142 ,(2013) , 10.1016/J.INS.2012.12.039
Arthur Callado, Judith Kelner, Djamel Sadok, Carlos Alberto Kamienski, Stênio Fernandes, Better network traffic identification through the independent combination of techniques Journal of Network and Computer Applications. ,vol. 33, pp. 433- 446 ,(2010) , 10.1016/J.JNCA.2010.02.002
Geza Szabo, Istvan Szabo, Daniel Orincsay, Accurate Traffic Classification world of wireless mobile and multimedia networks. pp. 1- 8 ,(2007) , 10.1109/WOWMOM.2007.4351725
Jinghua Yan, Xiaochun Yun, Zhigang Wu, Hao Luo, Shuzhuang Zhang, A novel weighted combination technique for traffic classification international conference on cloud computing. ,vol. 02, pp. 757- 761 ,(2012) , 10.1109/CCIS.2012.6664277