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GROCHOL, D. SEKANINA, L. ŽÁDNÍK, M. KOŘENEK, J.
Originální název
A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
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).
Klíčová slova
computer network, cartesian genetic programming, classifier, FPGA
Autoři
GROCHOL, D.; SEKANINA, L.; ŽÁDNÍK, M.; KOŘENEK, J.
Rok RIV
2015
Vydáno
29. 3. 2015
Nakladatel
Springer International Publishing
Místo
Berlin
ISBN
978-3-319-16548-6
Kniha
Applications of Evolutionary Computation, 18th European Conference
Edice
Lecture Notes in Computer Science
Strany od
67
Strany do
78
Strany počet
12
URL
https://www.fit.vut.cz/research/publication/10772/
BibTex
@inproceedings{BUT119801, author="David {Grochol} and Lukáš {Sekanina} and Martin {Žádník} and Jan {Kořenek}", title="A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP", booktitle="Applications of Evolutionary Computation, 18th European Conference", year="2015", series="Lecture Notes in Computer Science", volume="9028", pages="67--78", publisher="Springer International Publishing", address="Berlin", doi="10.1007/978-3-319-16549-3\{_}6", isbn="978-3-319-16548-6", url="https://www.fit.vut.cz/research/publication/10772/" }