Conference paper

GROCHOL David and SEKANINA Lukáš. Fast Reconfigurable Hash Functions for Network Flow Hashing in FPGAs. In: Proceedings of the 2018 NASA/ESA Conference on Adaptive Hardware and Systems. Edinburgh: Institute of Electrical and Electronics Engineers, 2018, pp. 257-263. ISBN 978-1-5386-7753-7.
Publication language:english
Original title:Fast Reconfigurable Hash Functions for Network Flow Hashing in FPGAs
Title (cs):Rychlé rekonfigurovatelná hašovací funkce pro hašovaní síťových toků v FPGA
Pages:257-263
Proceedings:Proceedings of the 2018 NASA/ESA Conference on Adaptive Hardware and Systems
Conference:NASA/ESA Conference on Adaptive Hardware and Systems 2018
Place:Edinburgh, GB
Year:2018
ISBN:978-1-5386-7753-7
DOI:10.1109/AHS.2018.8541401
Publisher:Institute of Electrical and Electronics Engineers
Files: 
+Type Name Title Size Last modified
iconahs19_hash.pdf419 KB2018-11-28 21:25:44
^ Select all
With selected:
Keywords
hash function, FPGA, genetic programming, network flow
Annotation
Efficient monitoring of high speed computer networks operating with a 100 Gigabit per second (Gbps) data throughput requires a suitable hardware acceleration of its key components. We present a platform capable of automated design of hash functions suitable for network flow hashing. The platform employs a multi-objective linear genetic programming developed for the hash function design. We evolved high-quality hash functions and implemented them in a field programmable gate array (FPGA). Several evolved hash functions were combined together in order to form a new reconfigurable hash function. The proposed reconfigurable design significantly reduces the area on a chip while the maximum operation frequency remains very close to the fastest hash functions. Properties of evolved hash functions were compared with the state-of-the-art hash functions in terms of the quality of hashing, area and operation frequency in the FPGA.
BibTeX:
@INPROCEEDINGS{
   author = {David Grochol and Luk{\'{a}}{\v{s}} Sekanina},
   title = {Fast Reconfigurable Hash Functions for Network
	Flow Hashing in FPGAs},
   pages = {257--263},
   booktitle = {Proceedings of the 2018 NASA/ESA Conference on Adaptive
	Hardware and Systems},
   year = 2018,
   location = {Edinburgh, GB},
   publisher = {Institute of Electrical and Electronics Engineers},
   ISBN = {978-1-5386-7753-7},
   doi = {10.1109/AHS.2018.8541401},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.en.iso-8859-2?id=11706}
}

Your IPv4 address: 34.238.189.171
Switch to https