The statistical models of parallel applications performance

Abstract

In the above raport the usage of the statistical methods to predict the efficiency of the parallel application was proposed. Statistical models can be helpful in choosing the suitable working environment and also parameters to put in motion the applications. With the help of statistical models it can be stated if the inclusion of parallel computers is justifiable. According to the execution time, speed up with regard to sequential program and efficiency of exploiting the processors.