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Detail publikace
GROCHOL, D. SEKANINA, L.
Originální název
Multi-Objective Evolution of Ultra-Fast General-Purpose Hash Functions
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
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.
Klíčová slova
NSGA-II, linear genetic programming, hash function
Autoři
GROCHOL, D.; SEKANINA, L.
Vydáno
3. 4. 2018
Nakladatel
Springer International Publishing
Místo
Berlin
ISBN
978-3-319-77553-1
Kniha
European Conference on Genetic Programming
Edice
Lecture Notes in Computer Science
Strany od
187
Strany do
202
Strany počet
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/" }