Results 1 to 10 of about 123 (118)
IEEE Access, 2022 In the past, several software reliability growth models (SRGMs) have been proposed to predict various aspects of software reliability, and non-homogeneous Poisson process (NHPP)-based SRGMs have drawn much attention.
Chin-Yu Huang
exaly +3 more sources
Using Modified Diffusion Models for Reliability Estimation of Open Source Software
IEEE Access, 2023 Software development is a highly unpredictable process, and ensuring software quality and reliability before releasing it to the market is crucial. One of the common practices during software development is the reuse of code.
Chin-Yu Huang
exaly +3 more sources
Applied Sciences (Switzerland), 2018 The goal set by software developers is to develop high quality and reliable software products. During the past decades, software has become complex, and thus, it is difficult to develop stable software products.
Hoang Pham +2 more
exaly +3 more sources
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
doaj +1 more source
Modeling the Role of Testing Coverage in the Software Reliability Assessment [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2023 To assure the reliability and quality of the final product, testing is an essential and crucial part in the software development cycle. During this process, fault correction/detection activities are carried out to increase the reliability of the software.
Sudeep Kumar +2 more
doaj +1 more source
A Testing Coverage Based SRGM Subject to the Uncertainty of the Operating Environment
Computer Sciences & Mathematics Forum, 2023 The number of software failures, software reliability, and failure rates can be measured and predicted by the software reliability growth model (SRGM). SRGM is developed and tested in a controlled environment where the operating environment is different.
Sujit Kumar Pradhan +2 more
doaj +1 more source
Complexity, Volume 2023, Issue 1, 2023., 2023 Swarm intelligence algorithms are metaheuristics inspired by the collective behavior of species such as birds, fish, bees, and ants. They are used in many optimization problems due to their simplicity, flexibility, and scalability. These algorithms get the desired convergence during the search by balancing the exploration and exploitation processes ...
Alam Zeb +5 more
wiley +1 more source
Testing Domain Dependent Software Reliability Growth Models [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2017 Software Reliability Growth Models (SRGMs) are supporting software industries in expecting and scrutinizing quality of software. Numerous SRGMs have been proposed; majority of which concentrate on testing period of software.
Deepika +3 more
doaj +1 more source
Modeling Software Reliability with Learning and Fatigue
Mathematics, 2023 Software reliability growth models (SRGMs) based on the non-homogeneous Poisson process have played a significant role in predicting the number of remaining errors in software, enhancing software reliability.
Tahere Yaghoobi, Man-Fai Leung
doaj +1 more source
A New Variant of JM Software Reliability Model
Scientific Programming, Volume 2022, Issue 1, 2022., 2022 Software reliability is the probability of failure‐free operations of software in a specific environment in a given time period. Various software reliability models have been designed by the researchers, but the JM model is the first influential model.
Kuldeep Singh Kaswan +5 more
wiley +1 more source