Universiti Teknologi Malaysia Institutional Repository

An effective model-based integration testing technique for component-based software

Elsafi, Abubakar and Jawawi, Dayang N. A. and Abdelmaboud, Abdelzahir and Ibrahim, Ashraf Osman and Almahy, Ibrahim (2019) An effective model-based integration testing technique for component-based software. In: 2019 International Conference on Computer and Information Sciences, ICCIS 2019, 3 - 4 April 2019, Sakaka, Saudi Arabia.

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Official URL: http://dx.doi.org/10.1109/ICCISci.2019.8716446


Recently, many issues and challenges have been identified in integration testing of current Component-Based Software Systems (CBSS), that lead to ineffective testing and, ultimately, to CBSS of poor quality. In this research, a model-based integration testing technique for CBSS has been proposed by combining model learning and testing techniques for the formal analysis and testing of a system of integrated black-box software components. The effectiveness of the proposed technique is evaluated by applying a case study, namely, the elevator system. The performance analysis is carried out by performing a comparative analysis of proposed technique and existing techniques by using three evaluation parameters. The results of the comparison showed that the proposed technique is effective and outperforms the existing well-known technique in terms of learned components that performance is 100% better, output queries that performance is 25.01% better, as well as error detection capability that is 75%.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:Active learning; Component-based software, Integration testing, Model inference, Testing technique
Subjects:Q Science > QA Mathematics > QA76 Computer software
ID Code:97125
Deposited By: Widya Wahid
Deposited On:23 Sep 2022 09:36
Last Modified:23 Sep 2022 09:36

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