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Improving cost and accuracy of DPI traffic classifiers

9 years 10 months ago
Improving cost and accuracy of DPI traffic classifiers
Traffic classification through Deep Packet Inspection (DPI) is considered extremely expensive in terms of processing costs, leading to the conclusion that this technique is not suitable for DPI analysis on high speed networks. However, we believe that performance can be improved by exploiting some common characteristics of the network traffic. In this paper we present and evaluate some optimizations that can definitely decrease the processing cost and can even improve the classification precision. Categories and Subject Descriptors C.2.3 [Computer-communication networks]: Network monitoring Keywords Deep Packet Inspection, Traffic Classification
Niccolo Cascarano, Luigi Ciminiera, Fulvio Risso
Added 06 Dec 2010
Updated 06 Dec 2010
Type Conference
Year 2010
Where SAC
Authors Niccolo Cascarano, Luigi Ciminiera, Fulvio Risso
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