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2010
Springer

FPGA Based Network Traffic Analysis Using Traffic Dispersion Patterns

9 years 6 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
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