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

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

*المؤلف المقابل لهذا العمل

نتاج البحث: المساهمة في مجلةArticleمراجعة النظراء

ملخص

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.

اللغة الأصليةEnglish
الصفحات (من إلى)2634-2641
عدد الصفحات8
دوريةWSEAS Transactions on Computers
مستوى الصوت5
رقم الإصدار11
حالة النشرPublished - نوفمبر 2006

ASJC Scopus subject areas

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بصمة

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