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互联网流量分类中流量特征研究

刘珍 王若愚 蔡先发 唐德玉

计算机应用研究2017,Vol.34Issue(1):8-14,41,8.
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

刘珍 1王若愚 2蔡先发 1唐德玉1

作者信息

  • 1. 广东药科大学 医药信息工程学院,广州510006
  • 2. 华南理工大学 信息工程研究中心,广州510006
  • 折叠

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 ()

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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