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Accelerating Enhanced Boyer-Moore String Matching Algorithm on Multicore GPU for Network Security

by Manjit Jaiswal
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 97 - Number 1
Year of Publication: 2014
Authors: Manjit Jaiswal
10.5120/16973-6934

Manjit Jaiswal . Accelerating Enhanced Boyer-Moore String Matching Algorithm on Multicore GPU for Network Security. International Journal of Computer Applications. 97, 1 ( July 2014), 30-35. DOI=10.5120/16973-6934

@article{ 10.5120/16973-6934,
author = { Manjit Jaiswal },
title = { Accelerating Enhanced Boyer-Moore String Matching Algorithm on Multicore GPU for Network Security },
journal = { International Journal of Computer Applications },
issue_date = { July 2014 },
volume = { 97 },
number = { 1 },
month = { July },
year = { 2014 },
issn = { 0975-8887 },
pages = { 30-35 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume97/number1/16973-6934/ },
doi = { 10.5120/16973-6934 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:23:00.314050+05:30
%A Manjit Jaiswal
%T Accelerating Enhanced Boyer-Moore String Matching Algorithm on Multicore GPU for Network Security
%J International Journal of Computer Applications
%@ 0975-8887
%V 97
%N 1
%P 30-35
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Graphics Processing Units (GPUs) were developed for graphics processing and it was not highly-parallel. But to overcome this problem developed General Purpose Computing on GPU, this is known as GPGPU.Boyer-Moore exact string matching algorithm are heavily used in the application of antivirus engines, DNA sequencing, text editors, intrusion detection etc. In this environment, the GPU was highly-parallel, multithreaded. In this Paper extend the GPU application into other area such as string matching problem. This paper shows the results on adapting the enhanced Boyer-Moore (EBM) string matching algorithm to run on GPU paradigm and comparison with serial version and multithreaded version on CPU.The experimental results demonstrate that GPU version of enhanced Boyer-Moore (EBM) string matching algorithm 10 times faster than CPU version and 9 times faster than the multithreaded version. It can be also see there that multithreaded version of EBM algorithm about 12% to 13% peak performance than serial version of EBM.Speedup of EBM algorithm is grow and 12x to 13x than serial one.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Enhanced Boyer-Moore

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