Prof. Ing. Lukáš Sekanina, Ph.D.
GROCHOL David and SEKANINA Lukáš. Multiobjective Evolution of Hash Functions for High Speed Networks. In: Proceedings of the 2017 IEEE Congress on Evolutionary Computation. San Sebastian: IEEE Computer Society, 2017, pp. 1533-1540. ISBN 978-1-5090-4600-3. | Publication language: | english |
---|
Original title: | Multiobjective Evolution of Hash Functions for High Speed Networks |
---|
Title (cs): | Více-kriteriální návrh hašovacích funkcí pro vysokorychlostní sítě |
---|
Pages: | 1533-1540 |
---|
Proceedings: | Proceedings of the 2017 IEEE Congress on Evolutionary Computation |
---|
Conference: | IEEE Congress on Evolutionary Computation 2017 |
---|
Place: | San Sebastian, ES |
---|
Year: | 2017 |
---|
ISBN: | 978-1-5090-4600-3 |
---|
Publisher: | IEEE Computer Society |
---|
Files: | |
---|
| Keywords |
---|
NSGA-II, linear genetic programming, hash function, network |
Annotation |
---|
Hashing is a critical function in capturing and
analysis of network flows as its quality and execution time
influences the maximum throughput of network monitoring
devices. In this paper, we propose a multi-objective linear
genetic programming approach to evolve fast and high-quality
hash functions for common processors. The search algorithm simultaneously optimizes the quality of hashing and the execution
time. As it is very time consuming to obtain the real execution
time for a candidate solution on a particular processor, the
execution time is estimated in the fitness function. In order to
demonstrate the superiority of the proposed approach, evolved
hash functions are compared with hash functions available in the
literature using real-world network data. |
BibTeX: |
---|
@INPROCEEDINGS{
author = {David Grochol and Luk{\'{a}}{\v{s}} Sekanina},
title = {Multiobjective Evolution of Hash Functions for High Speed
Networks},
pages = {1533--1540},
booktitle = {Proceedings of the 2017 IEEE Congress on Evolutionary
Computation},
year = {2017},
location = {San Sebastian, ES},
publisher = {IEEE Computer Society},
ISBN = {978-1-5090-4600-3},
language = {english},
url = {http://www.fit.vutbr.cz/research/view_pub.php?id=11325}
} |
|