Volunteer-Based System for classification of traffic in computer networks

Tomasz Bujlow; Kartheepan Balachandran; M. Tahir Riaz; Jens Myrup Pedersen

Volunteer-Based System for classification of traffic in computer networks

Tomasz Bujlow, Kartheepan Balachandran, M. Tahir Riaz, Jens Myrup Pedersen

Department of Electronic Systems

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

14 Citations (Scopus)

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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.

Original language	English
Title of host publication	Proceedings of 19th Telecommunications Forum TELFOR 2011
Number of pages	4
Publisher	IEEE Press
Publication date	2011
Pages	210-213
ISBN (Electronic)	978-1-4577-1498-6, 978-1-4577-1500-6
Publication status	Published - 2011

Keywords

computer networks
data collecting
performance monitoring
volunteer-based system

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Volunteer-Based System for classification of traffic in computer networksAccepted author manuscript, 104 KB

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title = "Volunteer-Based System for classification of traffic in computer networks",

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.",

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author = "Tomasz Bujlow and Kartheepan Balachandran and Riaz, {M. Tahir} and Pedersen, {Jens Myrup}",

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AU - Bujlow, Tomasz

AU - Balachandran, Kartheepan

AU - Riaz, M. Tahir

AU - Pedersen, Jens Myrup

PY - 2011

Y1 - 2011

N2 - 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.

AB - 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.

KW - computer networks

KW - data collecting

KW - performance monitoring

KW - volunteer-based system

M3 - Article in proceeding

SP - 210

EP - 213

BT - Proceedings of 19th Telecommunications Forum TELFOR 2011

PB - IEEE Press

ER -

Volunteer-Based System for classification of traffic in computer networks

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