Publication Details

Branch Predictor On-line Evolutionary System

SLANÝ, K. Branch Predictor On-line Evolutionary System. 2008 Genetic and Evolutionary Computation Conference GECCO. New York: Association for Computing Machinery, 2008. p. 1643-1648. ISBN: 978-1-60558-131-6.

Czech title

Systém predikce skoků založený na evoluci v reálném čase

Type

conference paper

Language

English

Authors

Slaný Karel, Ing. (RG EHW)

Keywords

branch prediction, finite automata predictors

Abstract

In this work a branch prediction system which utilizes evolutionary techniques is introduced. It allows the predictor to adapt to the executed code and thus to improve its performance on the fly. Experiments with the predictor system were performed and the results display how various parameters can impact its performance on various executed code. It is evident that a one-level predictor can be evolved whose performance is better than comparable predictors of the same class. The dynamic prediction system predicts with a relative high accuracy and outperforms any static predictor of the same class.

Published

2008

Pages

1643–1648

Proceedings

2008 Genetic and Evolutionary Computation Conference GECCO

ISBN

978-1-60558-131-6

Publisher

Association for Computing Machinery

Place

New York

BibTeX

@inproceedings{BUT32061,
  author="Karel {Slaný}",
  title="Branch Predictor On-line Evolutionary System",
  booktitle="2008 Genetic and Evolutionary Computation Conference GECCO",
  year="2008",
  pages="1643--1648",
  publisher="Association for Computing Machinery",
  address="New York",
  isbn="978-1-60558-131-6",
  url="https://www.fit.vut.cz/research/publication/8666/"
}