Ing. David Grochol

GROCHOL David and SEKANINA Lukáš. Evolutionary Design of Fast High-quality Hash Functions for Network Applications. In: GECCO '16 Proceedings of the 2016 on Genetic and Evolutionary Computation Conference. New York, NY: Association for Computing Machinery, 2016, pp. 901-908. ISBN 978-1-4503-4206-3.
Publication language:english
Original title:Evolutionary design of fast high-quality hash functions for network applications
Title (cs):Evoluční návrh rychlé a vysoce kvalitní hashovací funkce pro síťové aplikace
Pages:901-908
Proceedings:GECCO '16 Proceedings of the 2016 on Genetic and Evolutionary Computation Conference
Conference:Genetic and Evolutionary Computation Conference 2016
Place:New York, NY, US
Year:2016
ISBN:978-1-4503-4206-3
Publisher:Association for Computing Machinery
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Keywords
Linear Genetic Programming, Network applications, Hash function
Annotation
High speed networks operating at 100 Gbps pose many challenges for hardware and software involved in the packet processing. As the time to process one packet is very short the corresponding operations have to be optimized in terms of the execution time. One of them is non-cryptographic hashing implemented in order to accelerate traffic flow identification. In this paper, a method based on linear genetic programming is presented, which is capable of evolving high-quality hash functions primarily optimized for speed. Evolved hash functions are compared with conventional hash functions in terms of accuracy and execution time using real network data.
BibTeX:
@INPROCEEDINGS{
   author = {David Grochol and Luk{\'{a}}{\v{s}} Sekanina},
   title = {Evolutionary design of fast high-quality hash functions for
	network applications},
   pages = {901--908},
   booktitle = {GECCO '16 Proceedings of the 2016 on Genetic and
	Evolutionary Computation Conference},
   year = {2016},
   location = {New York, NY, US},
   publisher = {Association for Computing Machinery},
   ISBN = {978-1-4503-4206-3},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=11078}
}

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