Context-Assisted Test Cases Reduction for Cloud Validation

14 Pages Posted: 1 May 2020 Last revised: 4 May 2020

See all articles by Feras Batarseh

Feras Batarseh

George Mason University

Avelino J. Gonzalez

University of Central Florida - Department of Electrical Engineering and Computer Science

Rainer Knauf

Ilmenau University of Technology - Faculty of Computer Science and Automation

Date Written: May 25, 2011

Abstract

Cloud computing is currently receiving much attention from the industry, government, and academia. It has changed the way computation is performed and how services are delivered to customers. Most importantly, cloud services change the way we design software, handle data, and perform testing. In cloud computing, testing is delivered as a service (TaaS). Case testing is one of the most common validation approaches for software. However, executing test cases on a software system could be expensive and time consuming. Therefore, test case reduction is performed to minimize the number of test cases to be executed on the system. In this paper, we introduce a validation method called Context-Assisted Test Case Reduction (CATCR) for systems that are deployed on the cloud. In CATCR, test cases are reduced based on the context of the validation process. The results of previous test cases are used to select the next set of test cases while the validation process is ongoing. The minimized set of test cases needs to have effective coverage of the entire system. To evaluate CATCR, an experimental evaluation is performed through Amazon's Cloud and a Java validation tool. Experimental results are recorded and presented.

Keywords: Cloud Validation, Context, Test Case Reduction, Testing

Suggested Citation

Batarseh, Feras and Gonzalez, Avelino J. and Knauf, Rainer, Context-Assisted Test Cases Reduction for Cloud Validation (May 25, 2011). Available at SSRN: https://ssrn.com/abstract=3570307 or http://dx.doi.org/10.2139/ssrn.3570307

Feras Batarseh (Contact Author)

George Mason University ( email )

4400 University Drive
Fairfax, VA
United States

HOME PAGE: http://https://science.gmu.edu/directory/feras-batarseh

Avelino J. Gonzalez

University of Central Florida - Department of Electrical Engineering and Computer Science ( email )

United States

Rainer Knauf

Ilmenau University of Technology - Faculty of Computer Science and Automation ( email )

Ilmenau, D-98684
Germany

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