Mipog : a parallel t-way minimization strategy for combinatorial testing

Combinatorial testing has been an active research area in recent years. One challenge in this area is dealing with the combinatorial explosion problem, which typically requires a very expensive computational process to find a good test set that covers all the combinations for a given interaction...

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Main Author:	Al-Khiro, Mohammed Issam Younis
Format:	Thesis
Language:	English
Published:	2010
Subjects:	TK1-9971 Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.usm.my/42484/1/MOHAMMED_ISSAM_YOUNIS_AL-KHIRO_HJ.pdf
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id	my-usm-ep.42484
record_format	uketd_dc
spelling	my-usm-ep.424842019-04-12T05:26:46Z Mipog : a parallel t-way minimization strategy for combinatorial testing 2010-10 Al-Khiro, Mohammed Issam Younis TK1-9971 Electrical engineering. Electronics. Nuclear engineering Combinatorial testing has been an active research area in recent years. One challenge in this area is dealing with the combinatorial explosion problem, which typically requires a very expensive computational process to find a good test set that covers all the combinations for a given interaction strength (t). Parallelization can be an effective approach to manage this computational cost, that is, by taking the recent advancement of multicore and GRID architectures. Motivated by such alluring prospects and challenges, this thesis discusses the design, implementation, and evaluation of an efficient parallelizable t-way strategy, called MIPOG (Modified IPOG) strategy based on its predecessor IPOG (In Parameter Order General) strategy, for systematic t-way test data minimization. Unlike earlier work, the MIPOG optimizes and removes the dependencies between parameter and values. In this manner, MIPOG permits the possibility for exploiting parallel computing. 2010-10 Thesis http://eprints.usm.my/42484/ http://eprints.usm.my/42484/1/MOHAMMED_ISSAM_YOUNIS_AL-KHIRO_HJ.pdf application/pdf en public phd doctoral Universiti Sains Malaysia Pusat Pengajian Kejuruteraan Elektrik & Elektronik
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	TK1-9971 Electrical engineering Electronics Nuclear engineering
spellingShingle	TK1-9971 Electrical engineering Electronics Nuclear engineering Al-Khiro, Mohammed Issam Younis Mipog : a parallel t-way minimization strategy for combinatorial testing
description	Combinatorial testing has been an active research area in recent years. One challenge in this area is dealing with the combinatorial explosion problem, which typically requires a very expensive computational process to find a good test set that covers all the combinations for a given interaction strength (t). Parallelization can be an effective approach to manage this computational cost, that is, by taking the recent advancement of multicore and GRID architectures. Motivated by such alluring prospects and challenges, this thesis discusses the design, implementation, and evaluation of an efficient parallelizable t-way strategy, called MIPOG (Modified IPOG) strategy based on its predecessor IPOG (In Parameter Order General) strategy, for systematic t-way test data minimization. Unlike earlier work, the MIPOG optimizes and removes the dependencies between parameter and values. In this manner, MIPOG permits the possibility for exploiting parallel computing.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	Al-Khiro, Mohammed Issam Younis
author_facet	Al-Khiro, Mohammed Issam Younis
author_sort	Al-Khiro, Mohammed Issam Younis
title	Mipog : a parallel t-way minimization strategy for combinatorial testing
title_short	Mipog : a parallel t-way minimization strategy for combinatorial testing
title_full	Mipog : a parallel t-way minimization strategy for combinatorial testing
title_fullStr	Mipog : a parallel t-way minimization strategy for combinatorial testing
title_full_unstemmed	Mipog : a parallel t-way minimization strategy for combinatorial testing
title_sort	mipog : a parallel t-way minimization strategy for combinatorial testing
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Pengajian Kejuruteraan Elektrik & Elektronik
publishDate	2010
url	http://eprints.usm.my/42484/1/MOHAMMED_ISSAM_YOUNIS_AL-KHIRO_HJ.pdf
_version_	1747821074595184640

Mipog : a parallel t-way minimization strategy for combinatorial testing

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