Multi-Criteria Optimization of System Integration Testing


Doctoral Thesis / Dissertation, 2018
284 Pages, Grade: Excellence

Abstract or Introduction

Optimizing the software testing process has received much attention over the last few decades. Test optimization is typically seen as a multi-criteria decision making problem. One aspect of test optimization involves test selection, prioritization and execution scheduling. Having an efficient test process can result in the satisfaction of many objectives such as cost and time minimization. It can also lead to on-time delivery and better quality of the final software product.

To achieve the goal of test efficiency, a set of criteria, having an impact on the test cases, needs to be identified. The analysis of several industrial case studies and also state of the art in this thesis, indicate that the dependency between integration test cases is one such criterion, which has a direct impact on test execution results. Other criteria of interest include requirement coverage and test execution time. In this doctoral thesis, we introduce, apply and evaluate a set of approaches and tools for test execution optimization at industrial integration testing level in embedded software development. Furthermore, ESPRET (Estimation and Prediction of Execution Time) and sOrTES (Stochastic Optimizing of Test Case Scheduling) are our proposed supportive tools for predicting the execution time and the scheduling of manual integration test cases, respectively.

All proposed methods and tools in this thesis, have been evaluated at industrial testing projects at Bombardier Transportation (BT) in Sweden. As a result of the scientific contributions made in this doctoral thesis, employing the proposed approaches has led to an improvement in terms of reducing redundant test execution failures of up to 40% with respect to the current test execution approach at BT. Moreover, an increase in the requirements coverage of up to 9.6% is observed at BT. In summary, the application of the proposed approaches in this doctoral thesis has shown to give considerable gains by optimizing test schedules in system integration testing of embedded software development.

Details

Title
Multi-Criteria Optimization of System Integration Testing
College
Mälardalen University  (The school of Innovation, design and engineering)
Grade
Excellence
Author
Year
2018
Pages
284
Catalog Number
V492631
Language
English
Tags
Software Testing, Optimization, Integration Testing, Decision Support System, Dependency, Test Scheduling, Requirement Coverage
Quote paper
Sahar Tahvili (Author), 2018, Multi-Criteria Optimization of System Integration Testing, Munich, GRIN Verlag, https://www.grin.com/document/492631

Comments

  • No comments yet.
Read the ebook
Title: Multi-Criteria Optimization of System Integration Testing


Upload papers

Your term paper / thesis:

- Publication as eBook and book
- High royalties for the sales
- Completely free - with ISBN
- It only takes five minutes
- Every paper finds readers

Publish now - it's free