DocumentCode
682335
Title
Efficient network packet signature matching on GPUs
Author
Xiaohui Pan
Author_Institution
Modern Educ. Technol. Center, Shanghai Univ. of Political Sci. & Law, Shanghai, China
fYear
2013
fDate
23-24 Dec. 2013
Firstpage
219
Lastpage
222
Abstract
Network signature matching is an important task in many applications such as network security or traffic analysis, which generally rely on a flexible signature matching system to extract important packet information from each processed packet. This task is computation and data intensive, and requires significant processing time in sequential manner. In order to accelerate signature matching of giga-bit network traffic, we aim to exploit the inherent parallelism of signature matching through the use of parallel graphics processor units. In this paper, we present detailed analysis of signature matching along with the system design for parallel graphics processors(GPUs). The signature matching schema proposed is based on port matching and keyword matching in each packet header. A real system on graphics processor units was implemented to evaluate the efficacy of our design. Experimental results proved that signature matching can be efficiently done on graphics processor units.
Keywords
computer network security; digital signatures; graphics processing units; packet radio networks; parallel processing; GPU; network packet signature matching schema; network security; packet information extraction; parallel graphic processor units; system design; traffic analysis; Automata; Classification algorithms; Graphics processing units; Information filters; Matched filters; Protocols; AC algorithm; GPUs; Signature matching;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement, Sensor Network and Automation (IMSNA), 2013 2nd International Symposium on
Conference_Location
Toronto, ON
Type
conf
DOI
10.1109/IMSNA.2013.6743255
Filename
6743255
Link To Document