Results 51 to 60 of about 233 (109)
IEEE AccessSoftware reliability growth models (SRGMs) are widely used for predicting the reliability of software systems during testing and debugging. Selecting the most appropriate SRGM solutions is a multi-criteria decision-making (MCDM) problem that is very ...
Farhan Mateen Khan +4 more
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A systematic review on software reliability prediction via swarm intelligence algorithms
Journal of King Saud University: Computer and Information SciencesThe widespread integration of software into all parts of our lives has led to the need for software of higher reliability. Ensuring reliable software usually necessitates some form of formal methods in the early stages of the development process which ...
Li Sheng Kong +3 more
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Applicability of Software Reliability Growth Models to Open Source Software
, 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.
Chren, Stanislav +2 more
core
, 2019 Software reliability deals with the probability that software will not cause the failure of a system in a specified time interval. Software reliability growth models (SRGMs) are used to predict future behaviour from known characteristics of software ...
Jabeen, G., +5 more
core +1 more source
Selecting the Best Reliability Model to Predict Residual Defects in Open Source Software [PDF]
, 2015 Predicting residual defects (i.e. remaining defects or failures) in Open Source Software (OSS) may help in decision making about their adoption. Several methods exist for predicting residual defects in software.
Morisio, Maurizio +2 more
core +1 more source
DNN-based Software Reliability Model for Fault Prediction and Optimal Release Time Determination [PDF]
International Journal of Mathematical, Engineering and Management SciencesThe accurate prediction of both detected and corrected faults is crucial for enhancing software reliability and determining optimal release times. Traditional Software Reliability Growth Models (SRGMs) often focus on either fault detection or correction,
Shikha Dwivedi +2 more
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An approach to software reliability prediction based on time series modeling
, 2013 Reliability is the key factor for software system quality. Several models have been introduced to estimate and predict reliability based on results of software testing activities.
Lars Grunske (17432775) +2 more
core +1 more source
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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Effect of fault dependency and debugging time lag on software error models
, 2004 [[abstract]]In this paper, we will first show how several existing SRGMs based on NHPP models can be comprehensively derived by applying the time-dependent delay function.
Huang,Chin-Yu +3 more
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Software Reliability Prediction Based on Recurrent Neural Network and Ensemble Method
ComputersSoftware reliability is a crucial factor in determining software quality quantitatively. It is also used to estimate the software testing duration. In software reliability testing, traditional parametric software reliability growth models (SRGMs) are ...
Wafa Alshehri +2 more
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