Feature study on a programmable network traffic classifier

机译：可编程网络流量分类器的特征研究

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Monitoring and tracking of IP traffic flows are essential for network services (i.e. packet forwarding). Packet header lookup is the main part of flow identification by determining the predefined matching action for each incoming flow. In this paper, an improved header lookup and flow rule update solution is investigated. A detailed study of several well-known lookup algorithms reveals that searching individual packet header field and combining the results achieve high lookup speed and flexibility. The proposed hybrid lookup architecture is comprised of various lookup algorithms, which are selected based on the user applications and system requirements.

机译：监控和跟踪IP流量对于网络服务至关重要（即数据包转发）。数据包报头查找是通过确定每个传入流程的预定义匹配动作来识别的主要部分。在本文中，研究了改进的报头查找和流量更新解决方案。对几种众所周知的查找算法的详细研究显示，搜索各个数据包标题字段并结合结果，实现高查找速度和灵活性。所提出的混合查找架构由各种查找算法组成，这些算法基于用户应用程序和系统要求选择。

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《IEEE International System-on-Chip Conference》|2016年|1 v.|共6页
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Keissy Guerra Pérez; Xin Yang; Sandra Scott-Hayward; Sakir Sezer;
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原文格式 PDF
正文语种
中图分类通信;
关键词
Classification algorithms; Protocols; Algorithm design and analysis; Memory management; IP networks; Partitioning algorithms; Pattern matching;

机译：分类算法;协议;算法设计和分析;内存管理;IP网络;分区算法;模式匹配;

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专利

1. Applying a Network Programming Algorithm to a Networkwide Traffic Control Scheme: Simulation-Based Performance Studies [J] . Wann-Ming Wey, R. Jayakrishnan Transportation Research Record . 2004,第1882期

机译：将网络编程算法应用于全网流量控制方案：基于仿真的性能研究
2. Vehicular ad hoc networks enabled traffic controller for removing traffic lights in isolated intersections based on integer linear programming [J] . Ghaffarian H. Intelligent Transport Systems, IET . 2012,第2期

机译：车辆自组织网络使交通控制器能够基于整数线性规划来去除孤立路口的交通信号灯
3. Classifier design with feature selection and feature extraction using layered genetic programming [J] . Jung-Yi Lin, Hao-Ren Ke, Been-Chian Chien, Expert systems with applications . 2008,第2期

机译：使用分层遗传规划进行特征选择和特征提取的分类器设计
4. Feature study on a programmable network traffic classifier [C] . Keissy Guerra Pérez, Xin Yang, Sandra Scott-Hayward, IEEE International System-on-Chip Conference . 2016

机译：可编程网络流量分类器的功能研究
5. Detecting Prominent Features and Classifying Network Traffic for Securing Internet of Things Based on Ensemble Methods [D] . Ponneganti, Ramu. 2019

机译：检测突出的特征和分类网络流量，用于基于集合方法保护内容互联网
6. Accurate Traffic Flow Prediction in Heterogeneous Vehicular Networks in an Intelligent Transport System Using a Supervised Non-Parametric Classifier [O] . Hesham El-Sayed, Sharmi Sankar, Yousef-Awwad Daraghmi, 2018

机译：使用监督性非参数分类器的智能运输系统中异构车辆网络中的准确交通流量预测
7. Feature Study on a Programmable Network Traffic Classifier [O] . Guerra Perez Keissy, Yang Xin, Scott-Hayward Sandra, 2017

机译：可编程网络流量分类器的特征研究

Feature study on a programmable network traffic classifier

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