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A Non-Parametric Approach for Survival Analysis of Component-Based Software [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2020 Reliability of a software or system is the probability of system to perform its functions adequately for the stated time period under specific environment conditions.
Sandeep Chopra +4 more
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Comprehensive evaluation of software system reliability based on component-based generalized G-O models [PDF]
PeerJ Computer Science, 2023 The component-based software system has a core that is based on architecture design. Predicting the reliability growth trends of a software system in the early stages of the development process is conducive to reducing waste and loss caused by blind ...
Yuzhuo Wang +3 more
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A Novel Software Reliability Growth Model Based on Generalized Imperfect Debugging NHPP Framework
IEEE Access, 2023 Non-Homogeneous Poisson Process (NHPP) is a standard framework in the field of software reliability analysis. The core of NHPP consists in determining the Mean Value Function (MVF) of cumulative error number at a specific time slot.
Hang Luo +4 more
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A SOFTWARE RELIABILITY ESTIMATION METHOD TO NUCLEAR SAFETY SOFTWARE
Nuclear Engineering and Technology, 2014 A method for estimating software reliability for nuclear safety software is proposed in this paper. This method is based on the software reliability growth model (SRGM), where the behavior of software failure is assumed to follow a non-homogeneous ...
GEE-YONG PARK, SEUNG CHEOL JANG
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Software Reliability Prediction through Encoder-Decoder Recurrent Neural Networks [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2022 With the growing demand for high reliability and safety software, software reliability prediction has attracted more and more attention to identifying potential faults in software.
Chen Li +3 more
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Using Software Reliability Growth Models in Practice
IEEE Software, 2007 Researchers used four software reliability growth models in the final test phases of three embedded software projects to predict the software's remaining faults. They compared the models' predictions to expert predictions and the actual results. The models outperformed the experts in predicting the total number of faults at 25 percent of the elapsed ...
Almering, V.A. +3 more
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Multi-release software model based on testing coverage incorporating random effect (SDE)
MethodsX, 2023 In the past, various Software Reliability Growth Models (SRGMs) have been proposed using different parameters to improve software worthiness. Testing Coverage is one such parameter that has been studied in numerous models of software in the past and it ...
Ritu Bibyan +3 more
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Applicability of Software Reliability Growth Models to Open Source Software
2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), 2022 Software Reliability Growth Models (SRGMs) are based on underlying assumptions which make them typically more suited for quality evaluation of closed-source projects and their development lifecycles. Their usage in open-source software (OSS) projects is a subject of debate.
Radoslav Micko +2 more
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A nonparametric software-reliability growth model [PDF]
Microelectronics Reliability, 1992 Summary: The authors previously presented a new nonparametric method for estimating the failure rate of a software program. The method is based on the complete monotonicity property of the failure rate, and uses regression to estimate the current software-failure rate.
Sofer, Ariela, Miller, Douglas R.
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SoftwareX, 2019 Many large software projects struggle to achieve their reliability targets. Software reliability growth models quantify reliability from failure data collected during software testing.
Vidhyashree Nagaraju +5 more
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