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Software reliability assessment: An architectural and component impact analysis

Author name : HATHAL SALAMAH AHMED ALWAGEED
Publication Date : 2024-06-28
Journal Name : Tsinghua Science and Technology

Abstract

In the software landscape, understanding component impacts on system reliability is pivotal, especially given the unique complexities of modern software systems. This paper presents a model tailored for software reliability assessment. Our approach introduces the ‘component influence’ to measure a single component's effect on overall system reliability. Additionally, we adapt a state transition model to cater to the diverse architectures of software systems. Using a discrete-time Markov chain, we predict software reliability. We tested our model on an actual software system, finding it notably accurate and superior to existing methods. Our work offers a promising direction for those venturing into software reliability enhancement.

Keywords

Software reliability , Reliability , Software , Software systems , Adaptation models , Computational modeling , Analytical models

Publication Link

https://doi.org/10.26599/TST.2024.9010101

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