Title :
Volunteer-based system for classification of traffic in computer networks
Author :
Bujlow, Tomasz ; Balachandran, Kartheepan ; Riaz, Tahir ; Pedersen, Jens Myrup
Author_Institution :
Dept. of Electron. Syst., Aalborg Univ., Aalborg, Denmark
Abstract :
To overcome the drawbacks of existing methods for traffic classification (by ports, Deep Packet Inspection, statistical classification) a new system was developed, in which the data are collected from client machines. This paper presents design of the system, implementation, initial runs and obtained results. Furthermore, it proves that the system is feasible in terms of uptime and resource usage, assesses its performance and proposes future enhancements.
Keywords :
computer networks; statistical analysis; telecommunication traffic; client machines; computer networks; deep packet inspection; ports; resource usage; statistical classification; traffic classification; uptime usage; volunteer-based system; Databases; IP networks; Java; Monitoring; Prototypes; Servers; Sockets; computer networks; data collecting; performance monitoring; volunteer-based system;
Conference_Titel :
Telecommunications Forum (TELFOR), 2011 19th
Conference_Location :
Belgrade
Print_ISBN :
978-1-4577-1499-3
DOI :
10.1109/TELFOR.2011.6143528