Software Reliability Modeling Incorporating Fault Detection and Fault Correction Processes with Testing Coverage and Fault Amount Dependency

نویسندگان

چکیده

This paper presents a general testing coverage software reliability modeling framework that covers imperfect debugging and considers not only fault detection processes (FDP) but also correction (FCP). Numerous growth models have evaluated the of over last few decades, most them attached importance to process rather than process. Previous studies analyzed time dependency between modeled as delayed with random or deterministic delay. We study quantitative dual from viewpoint amount instead dependency, then propose generalized along coverage. New are derived by adopting different functions. compared performance these proposed existing under context two kinds failure data, one which includes observations faults detected, other data. Different parameter estimation methods comparison criteria presented according characteristics datasets. No matter what kind results reveal generally give improved descriptive predictive models.

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ژورنال

عنوان ژورنال: Mathematics

سال: 2021

ISSN: ['2227-7390']

DOI: https://doi.org/10.3390/math10010060