Sciweavers

FPL
2010
Springer

FPGA Based Network Traffic Analysis Using Traffic Dispersion Patterns

13 years 11 months ago
FPGA Based Network Traffic Analysis Using Traffic Dispersion Patterns
The problem of Network Traffic Classification (NTC) has attracted significant amount of interest in the research community, offering a wide range of solutions at various levels. The core challenge is in addressing high amounts of traffic diversity found in today's networks. The problem becomes more challenging if a quick detection is required as in the case of identifying malicious network behavior or new applications like peer-to-peer traffic that have potential to quickly throttle the network bandwidth or cause significant damage. Recently, Traffic Dispersion Graphs (TDGs) have been introduced as a viable candidate for NTC. The TDGs work by forming a network wide communication graphs that embed characteristic patterns of underlying network applications. However, these patterns need to be quickly evaluated for mounting real-time response against them. This paper addresses these concerns and presents a novel solution for real-time analysis of Traffic Dispersion Metrics (TDMs) in t...
Faisal Khan, Maya Gokhale, Chen-Nee Chuah
Added 11 Feb 2011
Updated 11 Feb 2011
Type Journal
Year 2010
Where FPL
Authors Faisal Khan, Maya Gokhale, Chen-Nee Chuah
Comments (0)