Publication Details

Iterative Algorithm for Multidimensional Pareto Frontiers Intersection Determination

PODIVÍNSKÝ Jakub, ČEKAN Ondřej, KRČMA Martin, BURGET Radek, HRUŠKA Tomáš and KOTÁSEK Zdeněk. Iterative Algorithm for Multidimensional Pareto Frontiers Intersection Determination. In: 2020 IEEE 11th Latin American Symposium on Circuits & Systems (LASCAS). San José: IEEE Circuits and Systems Society, 2020, pp. 1-4. ISBN 978-1-7281-3427-7.
Czech title
Iterační algoritmus pro hledání průniku multidimenzionální Pareto fronty
Type
conference paper
Language
english
Authors
Keywords

Pareto frontier, processor optimization, ASIP

Abstract

A processor forms the basis of almost most of today's electronic devices. In embedded systems, the emphasis is put not only on high performance but also on the small size and low power consumption. Application-specific instruction set processors present a solution that may be optimized for specific applications by different modifications of their parameters where the trade-offs among the parameters may be represented by a Pareto frontier. In this paper, we propose a novel method of Pareto frontier merging to allow the optimization of a processor for a whole set of applications rather than a single one. We provide an experimental evaluation of the method on a model of a RISC-V processor and we show that the proposed method provides better approximation of the source Pareto frontiers than the state-of-the-art methods.

Published
2020
Pages
1-4
Proceedings
2020 IEEE 11th Latin American Symposium on Circuits & Systems (LASCAS)
Conference
IEEE LATIN AMERICAN SYMPOSIUM ON CIRCUITS AND SYSTEMS, Holiday Inn Hotel, Escazu, San José, CR
ISBN
978-1-7281-3427-7
Publisher
IEEE Circuits and Systems Society
Place
San José, CR
DOI
EID Scopus
BibTeX
@INPROCEEDINGS{FITPUB12081,
   author = "Jakub Podiv\'{i}nsk\'{y} and Ond\v{r}ej \v{C}ekan and Martin Kr\v{c}ma and Radek Burget and Tom\'{a}\v{s} Hru\v{s}ka and Zden\v{e}k Kot\'{a}sek",
   title = "Iterative Algorithm for Multidimensional Pareto Frontiers Intersection Determination",
   pages = "1--4",
   booktitle = "2020 IEEE 11th Latin American Symposium on Circuits \& Systems (LASCAS)",
   year = 2020,
   location = "San Jos\'{e}, CR",
   publisher = "IEEE Circuits and Systems Society",
   ISBN = "978-1-7281-3427-7",
   doi = "10.1109/LASCAS45839.2020.9068954",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/12081"
}
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