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Software reliability model of open source software based on the decreasing trend of fault introduction. [PDF]
PLoS ONE, 2022 Open source software (OSS) has become one of the modern software development methods. OSS is mainly developed by developers, volunteers, and users all over the world, but its reliability has been widely questioned.
Jinyong Wang, Ce Zhang, Jianying Yang
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Deep-Learning Software Reliability Model Using SRGM as Activation Function
Applied Sciences, 2023 Software is widely used in various fields. There is no place where it is not used from the smallest part to the entire part. In particular, the tendency to rely on software is accelerating as the fields of artificial intelligence and big data become more
Youn Su Kim, Hoang Pham, In Hong Chang
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A software reliability model for open source big data systems based on Weibull–Weibull distribution [PDF]
Scientific ReportsWith the development of society, big data technology has been integrated into people’s production and life. The reliability of software (or components) for big data systems has received attention from people.
Jinyong Wang, Haijun Geng, Pengda Li
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A New Model for Predicting Component-Based Software Reliability Using Soft Computing
IEEE Access, 2019 Software engineering is the process of developing software by utilizing applications of computer engineering. In the present day, predicting the reliability of the software system become a recent issue and an attractive issue for the research area in the
Chander Diwaker +6 more
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IEEE Access, 2019 This paper proposes a generalized model to cover imperfect debugging and the uncertainty of the operating environment and its effect on fault detection rate into software reliability evaluation based on a non-homogeneous Poisson process (NHPP). Many NHPP
Qiuying Li, Hoang Pham
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Application of Software Reliability Model for Safety Assessment of E/E/PE Safety-Related Software [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2021 Quantitative and analytical safety assessment methods of E/E/PE safety-related software systems based on the SIL defined by IEC 61508 have been proposed.
Shinji Inoue +2 more
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Study on Reliability Prediction Model Based on BASFPA-BP [PDF]
Jisuanji kexue, 2023 Software reliability prediction is based on software reliability prediction model,which analyzes,evaluates and predicts software reliability and reliability-related measures.Using the failure data collected in software operation to predict the future ...
LI Honghui, CHEN Bo, LU Shuyi, ZHANG Junwen
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Improvement of Software Reliability Estimation Accuracy with Consideration of Failure Removal Effort [PDF]
International Journal of Networked and Distributed Computing (IJNDC), 2013 In order to develop highly reliable software in a cost-effective manner, it is necessary to manage software reliability at the early test phases. Most of developers at those phases perform a test and debug activities together. In this paper, we propose a
Myungmuk Kang +3 more
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A covariate software tool to guide test activity allocation
SoftwareX, 2022 This paper presents the Covariate Software Failure and Reliability Assessment Tool (C-SFRAT) to automatically apply methods from software reliability engineering to accurately characterize the defect discovery process in terms of the test activities ...
Jacob Aubertine +3 more
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Mathematics, 2021 Software reliability models (SRMs) are widely used for quantitative evaluation of software reliability by estimating model parameters from failure data observed in the testing phase.
Hiroyuki Okamura, Tadashi Dohi
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