Optimizing the efficiency of application execution in distributed environments through modeling and prediction

Ahmed M. Al Kindi, Khamis N. Al Gharbi, Graham Nudd

Research output: Contribution to journalArticle

Abstract

The aim of this work is to enable researchers to predict and optimize the efficiency of a dynamically executed application in distributed environments. This ability is part of a wider range of objectives in the study of performance prediction where researchers are given the option to select from a variety of distributed systems/resources based on what would optimise the performance of the application. This paper introduces an optimization scheme for modelling and predicting the efficiency of an application execution when run in a distributed environment. The results obtained from this research show that the suggested modelling and prediction technique can provide the same quality of information as a measurement process for application optimization, but in a fraction of the time.

Original languageEnglish
Pages (from-to)2634-2641
Number of pages8
JournalWSEAS Transactions on Computers
Volume5
Issue number11
Publication statusPublished - Nov 2006

Keywords

  • DFT
  • Dynamic performance prediction/modelling
  • FFT
  • FFTW
  • PACE
  • Performance optimization

ASJC Scopus subject areas

  • Computer Science(all)

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