Ing. David Grochol

GROCHOL David, SEKANINA Lukáš, ŽÁDNÍK Martin and KOŘENEK Jan. A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP. In: Applications of Evolutionary Computation, 18th European Conference. Berlin: Springer International Publishing, 2015, pp. 67-78. ISBN 978-3-319-16548-6.

Publication language:

english

Original title:

A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP

Title (cs):

Rychlá Klasifikace Aplikačních Protokolů v FPGA Optimalizovaná Pomocí Kartezského Genetického Programování

Pages:

67-78

Proceedings:

Applications of Evolutionary Computation, 18th European Conference

Conference:

Applications of Evolutionary Computation, 18th European Conference

Series:

Lecture Notes in Computer Science 9028

Place:

Berlin, DE

Year:

2015

ISBN:

978-3-319-16548-6

DOI:

10.1007/978-3-319-16549-3_6

Publisher:

Springer International Publishing

Files:

Keywords

computer network, cartesian genetic programming, classifier, FPGA

Annotation

This paper deals with design of an application protocol classifier intended for high speed networks operating at 100 Gbps. Because a very low latency is the main design constraint, the classifier is constructed as a combinational circuit in a field programmable gate array. The classification is performed using the first packet carrying the application payload. In order to further reduce the latency, the circuit is optimized by Cartesian genetic programming. Using a real network data, we demonstrated viability of our approach in task of a very fast classification of three application protocols (HTTP, SMTP, SSH).

BibTeX:

@INPROCEEDINGS{
   author = {David Grochol and Luk{\'{a}}{\v{s}} Sekanina and Martin
	{\v{Z}}{\'{a}}dn{\'{i}}k and Jan Ko{\v{r}}enek},
   title = {A Fast FPGA-Based Classification of Application Protocols
	Optimized Using Cartesian GP},
   pages = {67--78},
   booktitle = {Applications of Evolutionary Computation, 18th European
	Conference},
   series = {Lecture Notes in Computer Science 9028},
   year = {2015},
   location = {Berlin, DE},
   publisher = {Springer International Publishing},
   ISBN = {978-3-319-16548-6},
   doi = {10.1007/978-3-319-16549-3_6},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10772}
}

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Ing. David Grochol