Detail publikačního výsledku

Evolutionary design of fast high-quality hash functions for network applications

GROCHOL, D.; SEKANINA, L.

Originální název

Evolutionary design of fast high-quality hash functions for network applications

Anglický název

Evolutionary design of fast high-quality hash functions for network applications

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

Linear Genetic Programming, Network applications, Hashfunction

Klíčová slova v angličtině

Linear Genetic Programming, Network applications, Hashfunction

Autoři

GROCHOL, D.; SEKANINA, L.

Rok RIV

2017

Vydáno

20.07.2016

Nakladatel

Association for Computing Machinery

Místo

New York, NY

ISBN

978-1-4503-4206-3

Kniha

GECCO '16 Proceedings of the 2016 on Genetic and Evolutionary Computation Conference

Strany od

901

Strany do

908

Strany počet

8

URL

https://www.fit.vut.cz/research/publication/11078/

BibTex

@inproceedings{BUT130936,
  author="David {Grochol} and Lukáš {Sekanina}",
  title="Evolutionary design of fast high-quality hash functions for network applications",
  booktitle="GECCO '16 Proceedings of the 2016 on Genetic and Evolutionary Computation Conference",
  year="2016",
  pages="901--908",
  publisher="Association for Computing Machinery",
  address="New York, NY",
  doi="10.1145/2908812.2908825",
  isbn="978-1-4503-4206-3",
  url="https://www.fit.vut.cz/research/publication/11078/"
}

Dokumenty

p901-grochol