Detection and Classification of Peer-to-Peer Traffic: A Survey

被引:32
作者
Gomes, Joao V. [1 ]
Inacio, Pedro R. M. [1 ]
Pereira, Manuela [1 ]
Freire, Mario M. [1 ]
Monteiro, Paulo P. [2 ]
机构
[1] Univ Beira Interior, Inst Telecomunicacoes, Dept Comp Sci, P-6201001 Covilha, Portugal
[2] Univ Aveiro, Aveiro, Portugal
关键词
Management; Measurement; Security; Application classification; deep packet inspection; behavioral analysis; peer-to-peer; traffic monitoring; IDENTIFICATION; RECOGNITION; CLASSIFIERS; CHALLENGES; ACCURATE; TUNNELS; FLOWS; WORMS;
D O I
10.1145/2480741.2480747
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The emergence of new Internet paradigms has changed the common properties of network data, increasing the bandwidth consumption and balancing traffic in both directions. These facts raise important challenges, making it necessary to devise effective solutions for managing network traffic. Since traditional methods are rather ineffective and easily bypassed, particular attention has been paid to the development of new approaches for traffic classification. This article surveys the studies on peer-to-peer traffic detection and classification, making an extended review of the literature. Furthermore, it provides a comprehensive analysis of the concepts and strategies for network monitoring.
引用
收藏
页数:40
相关论文
共 165 条
[1]  
Adami D, 2009, LECT NOTES COMPUT SC, V5764, P168, DOI 10.1007/978-3-642-04190-7_16
[2]  
Allman M, 2007, IMC'07: PROCEEDINGS OF THE 2007 ACM SIGCOMM INTERNET MEASUREMENT CONFERENCE, P135
[3]   MANAGEMENT OF SAMPLED REAL-TIME NETWORK MEASUREMENTS [J].
AMER, PD ;
CASSEL, LN .
14TH CONFERENCE ON LOCAL COMPUTER NETWORKS, 1989, :62-68
[4]   A preliminary investigation of skype traffic classification using a minimalist feature set [J].
Angevine, Duffy ;
Zincir-Heywood, A. Nur .
ARES 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON AVAILABILITY, SECURITY AND RELIABILITY, 2008, :1075-1079
[5]  
[Anonymous], 2020, MARACAIBO
[6]  
[Anonymous], P IST BROADB EUR C
[7]  
[Anonymous], P 7 INT WORKSH WEB C
[8]  
[Anonymous], P 22 INT S COMP INF
[9]  
[Anonymous], UCRCS200806080
[10]  
[Anonymous], PACKET SAMPLING NETW