Publication detail

Multi-Objective Evolution of Ultra-Fast General-Purpose Hash Functions

GROCHOL, D. SEKANINA, L.

Original Title

Multi-Objective Evolution of Ultra-Fast General-Purpose Hash Functions

Type

conference paper

Language

English

Original Abstract

Hashing is an important function in many applications such as hash tables, caches and Bloom filters. In past, genetic programming was applied to evolve application-specific as well as general-purpose hash functions, where the main design target was the quality of hashing. As hash functions are frequently called in various time-critical applications, it is important to optimize their implementation with respect to the execution time. In this paper, linear genetic programming is combined with NSGA-II algorithm in order to obtain general-purpose, ultra-fast and high-quality hash functions. Evolved hash functions show highly competitive quality of hashing, but significantly reduced execution time in comparison with the state of the art hash functions available in literature. 

Keywords

NSGA-II, linear genetic programming, hash function

Authors

GROCHOL, D.; SEKANINA, L.

Released

3. 4. 2018

Publisher

Springer International Publishing

Location

Berlin

ISBN

978-3-319-77553-1

Book

European Conference on Genetic Programming

Edition

Lecture Notes in Computer Science

Pages from

187

Pages to

202

Pages count

16

URL

https://www.fit.vut.cz/research/publication/11552/

BibTex

@inproceedings{BUT147190,
  author="David {Grochol} and Lukáš {Sekanina}",
  title="Multi-Objective Evolution of Ultra-Fast General-Purpose Hash Functions",
  booktitle="European Conference on Genetic Programming",
  year="2018",
  series="Lecture Notes in Computer Science",
  volume="10781",
  pages="187--202",
  publisher="Springer International Publishing",
  address="Berlin",
  doi="10.1007/978-3-319-77553-1\{_}12",
  isbn="978-3-319-77553-1",
  url="https://www.fit.vut.cz/research/publication/11552/"
}

Documents

euroGP.pdf