计算机应用研究2017,Vol.34Issue(1):8-14,41,8.DOI:10.3969/j.issn.1001-3695.2017.01.002
互联网流量分类中流量特征研究
Survey on traffic features in Internet traffic classification
摘要
Abstract
In order to systematically analyze Internet traffic features,this paper researched the taxonomy of traffic features based on the objects used for building traffic features,and overviewed the related traffic features in each category.It further an-alyzed the stability of traffic features,the impact of packet sampling,network environment and obfuscating on traffic features. And then it compared the different kinds of traffic features from classification accuracy,stability,timeliness and granularity.Fi-nally,this paper concluded future works about traffic features.关键词
互联网流量特征/互联网流量分类/网络测量/机器学习/连接图Key words
Internet traffic features/Internet traffic classification/network measurement/machine learning/connectivity graph分类
信息技术与安全科学引用本文复制引用
刘珍,王若愚,蔡先发,唐德玉..互联网流量分类中流量特征研究[J].计算机应用研究,2017,34(1):8-14,41,8.基金项目
国家自然科学基金资助项目 ()