[1]折波,王强,董凡,等.IP网络流量资源共享系统设计与实现[J].深圳大学学报理工版,2020,37(增刊1):118-127.[doi:10.3724/SP.J.1249.2020.99118]
 SHE Bo,WANG Qiang,DONG Fan,et al.Design and implementation of IP network traffic resource sharing system[J].Journal of Shenzhen University Science and Engineering,2020,37(增刊1):118-127.[doi:10.3724/SP.J.1249.2020.99118]
点击复制

IP网络流量资源共享系统设计与实现()
分享到:

《深圳大学学报理工版》[ISSN:1000-2618/CN:44-1401/N]

卷:
第37卷
期数:
2020年增刊1
页码:
118-127
栏目:
教育大数据技术与应用
出版日期:
2020-11-20

文章信息/Info

Title:
Design and implementation of IP network traffic resource sharing system
文章编号:
202099022
作者:
折波1王强1董凡1崔靖茹1覃遵颖1李国栋1钟晓歌2
1)西安交通大学网络信息中心,陕西西安 710049
2)西安卫星测控中心宇航动力学国家重点实验室,陕西西安 710043
Author(s):
SHE Bo1 WANG Qiang1 DONG Fan1 CUI Jingru1 QIN Zunying1 LI Guodong1 and ZHONG Xiaoge2
1) Network Information Center, Xi’an Jiaotong University, Xi’an 710049, Shaanxi Province, P.R.China
2) State Key Laboratory of Astronautic Dynamics, Xi’an Satellite Control Center, Xi’an 710043, Shaanxi Province, P.R.China
关键词:
网络流量流量捕获流量存储流量匿名化TCPdprivCrypto-PAn
Keywords:
network traffic traffic capture traffic storage traffic anonymization TCPdpriv Crypto-PAn
分类号:
TN915.08;TP393.1
DOI:
10.3724/SP.J.1249.2020.99118
文献标志码:
A
摘要:
为改善目前网络基础研究领域对网络流量基础数据极度缺乏的现状,设计实现一套IP网络流量资源共享系统.系统使用了socket双通道的通信控制、Libpcap多线程网络流量捕获、环形循环缓存、文件矩阵网络流量存储、保留前缀的匿名化算法TCPdpriv以及Crypto-PAn流量匿名化等技术,设计了详细的测试方案针对系统各项功能和性能做了测试.测试结果表明,系统实现了千兆限速IP网络流量的捕获、存储、匿名化以及共享,为网络研究者对基础网络的研究以及网络设备厂商对设备的测试提供了基础数据.
Abstract:
In order to improve the current situation of the extremely lack of basic network traffic data in the field of network basic research, we design and implement a set of IP network traffic resource sharing system. We use technologies including socket dual-channel communication control, Libpcap multi-threaded network traffic capture, circular caching, file matrix network traffic storage, prefix-preserving anonymization algorithm TCPdpriv, and Crypto-PAn traffic anonymization. A detailed test plan is designed to test the functions and performance of the system. The test results show that the system has achieved the capture, storage, anonymization and sharing of gigabit speed-limited IP network traffic. The system can provide basic data for network researchers to study basic networks and network equipment manufacturers to test equipment.

参考文献/References:

[1] WANG Fei, FENG Jing.Research on network traffic identification technology for big data platform[C]// 10th International Conference on Communication Software and Networks. Chongqing,China:IEEE,2018:584-588.
[2] FAN J, MU D, LIU Y. Research on network traffic prediction model based on neural network,2019[C]// 2nd International Conference on Information Systems and Computer Aided Education.Dalian,China:IEEE,2019:554-557.
[3] HUANG Ying. Research on sampling collecting and predicting for IP network traffic[C]// Proceedings of 2011 International Conference on Computer Science and Network Technology.[s.l.]:IACSIT, Singapore,2011:1354-1357.
[4] LAN Yun, SUN Yong, LIU Shengpeng,et al. A real-time network traffic analysis and QoS management platform[C]// IEEE 9th International Conference on Communication Software and Networks.Guangzhou:IEEE,2017:266-270.
[5] MAATA R R, CORDOVA R, SUDRAMURTHY B,et al.Design and implementation of Client-Server based application using socket programming in a distributed computing environment[C]// IEEE International Conference on Computational Intelligence and Computing Research.Beijing,China:[s.n.],2017:1-4.
[6] 程子帅. 基于大数据平台的流量重组技术研究[D]. 北京:北京邮电大学, 2019.
[7] PAUL M V, BHATTACHARKJEE R, RAJESH R.Traffic capture beyond 10 Gbps:linear scaling with multiple network interface cards on commodity servers[C]// 2014 International Conference on Data Science & Engineering(ICDSE).Kochi, India:[s.n.],2014:194-199.
[8] 刘磊. 基于Libpcap的网络嗅探系统的设计与实现[D]. 北京:北京邮电大学, 2017.
[9] BONELLI N, GIORDANO S, PROCISSI G.Enabling packet fan-out in the Libpcap library for parallel traffic processing[C]// Network Traffic Measurement and Analysis Conference.Dublin,Ireland:IEEE,2017:1-9.
[10] KARPOWICZ M P, ARABAS P.Preliminary results on the Linux Libpcap model identification[C]// 20th International Conference on Methods and Models in Automation and Robotics.Miedzyzdroje, Poland:IEEE,2015:1056-1061.
[11] 张多利,陈楠,汪杨,等.粗粒度多核系统任务级多线程调度研究[J].微电子学与计算机,2020, 37(1):46-52.
[12] 杨泽林,李先发.基于双指针环形缓冲区的数据采集系统设计[J].仪表技术与传感器,2016(11):67-69.
[13] PAUL S.Lockless circular buffer over shared memory(high speed data transfer via shared memory)[C]// International Conference on Advanced Computing and Communication Systems.Coimbatore,Lndia:IEEE,2013:1-6.
[14] 伍园园.网络地址匿名研究[D].广州:广州大学,2009.
[15] 韩春静,葛敬国,谢高岗,等.基于匿名化流表的网络数据分组实时匿名方法[J].通信学报,2016, 37(11):11-22.
[16] ABT S, BAIER H.Correlating network events and transferring labels in the presence of IP address anonymisation[C]// 12th International Conference on Network and Service Management.Montreal, Canda:IEEE,2016:64-72.
[17] 史冰,吴连国,丁伟.IP地址前缀保留匿名化算法的改进[J].微电子学与计算机,2007, 24(10):167-170.

备注/Memo

备注/Memo:
Received:2020-09-24
Foundation:CERNET Innovation Project (NGII20190502, NGII20180203)
Corresponding author:Engineer SHE Bo.E-mail: shebo@xjtu.edu.cn
Citation:SHE Bo, WANG Qiang, DONG Fan, et al. Design and implementation of IP network traffic resource sharing system[J]. Journal of Shenzhen University Science and Engineering, 2020, 37(Suppl.1): 118-127.(in Chinese)
基金项目:CERNET创新资助项目 (NGII20190502, NGII20180203)
作者简介:折波(1989—),西安交通大学工程师.研究方向:网络安全.E-mail: shebo@mail.xjtu.edu.cn
引文:折波,王强,董凡,等.IP网络流量资源共享系统设计与实现[J]. 深圳大学学报理工版,2020,37(增刊1):118-127.
更新日期/Last Update: 2020-11-26