Parallelization of Software Systems Test Case Selection Algorithm Based on Singular Value Decomposition

When developing a software system, a change in one part of the system may lead to unwanted changes in other parts of the system. These affected parts may interfere with system performance, so regression testing is used to deal with these disorders. This test seeks to re-measure these sections to prevent these abnormalities, but it is difficult to identify these sections for re-examination. We try to cluster the changes of our software system based on the system functions by singular value decomposition, to be able to use to identify these parts during a new change, to perform the test again. In order to increase speedup, our calculations were performed in parallel on shared memory systems so that by increasing the scale of software systems, an optimal answer could be obtained.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/03/2020

Variational Quantum Singular Value Decomposition

Singular value decomposition is central to many problems in both enginee...
research
01/24/2020

Electric Field Propagation Through Singular Value Decomposition

We demonstrate that the singular value decomposition algorithm in conjun...
research
10/05/2022

Convergence rates of the Kaczmarz-Tanabe method for linear systems

In this paper, we investigate the Kaczmarz-Tanabe method for exact and i...
research
11/29/2019

High Order Singular Value Decomposition for Plant Biodiversity Estimation

We propose a new method to estimate plant biodiversity with Rényi and Ra...
research
05/20/2021

On preconditioning the state formulation of incremental weak constraint 4D-Var

Using a high degree of parallelism is essential to perform data assimila...
research
03/02/2023

Singular Value Decomposition of Dual Matrices and its Application to Traveling Wave Identification in the Brain

Matrix factorization in dual number algebra, a hypercomplex system, has ...
research
07/30/2022

Untargeted Region of Interest Selection for GC-MS Data using a Pseudo F-Ratio Moving Window (ψFRMV)

There are many challenges associated with analysing gas chromatography -...

Please sign up or login with your details

Forgot password? Click here to reset