Software reliability prediction: A survey
Softwares play an important role in controlling complex systems. Monitoring the proper
functioning of the components of such systems is the principal role of softwares. Often, a …
functioning of the components of such systems is the principal role of softwares. Often, a …
Enhancing software reliability forecasting through a hybrid ARIMA-ANN model
This paper proposes a hybrid forecasting model combining auto-regressive integrated
moving average (ARIMA) and artificial neural network (ANN) techniques to improve the …
moving average (ARIMA) and artificial neural network (ANN) techniques to improve the …
Reliability and optimal release time analysis for multi up-gradation software with imperfect debugging and varied testing coverage under the effect of random field …
Due to change requests for up-gradation of adding new features, software organizations
always develop new versions of the software by adding new features and improving the …
always develop new versions of the software by adding new features and improving the …
Stochastic debugging based reliability growth models for Open Source Software project
Abstract Open Source Software (OSS) is one of the most trusted technologies for
implementing industry 4.0 solutions. The study aims to assist a community of OSS …
implementing industry 4.0 solutions. The study aims to assist a community of OSS …
Software reliability prediction and release time management with coverage
Purpose Software testing is needed to produce extremely reliable software products. A
crucial decision problem that the software developer encounters is to ascertain when to …
crucial decision problem that the software developer encounters is to ascertain when to …
Open-source software reliability modeling with stochastic impulsive differential equations
Z Zheng, J Yang, Y Hu, X Wang - Eksploatacja i Niezawodność, 2023 - yadda.icm.edu.pl
In today's information age, with the increasing use of computers, the consequences of
computer faults are becoming increasingly serious. Once a fault occurs, it might lead to …
computer faults are becoming increasingly serious. Once a fault occurs, it might lead to …
Optimal release time determination via fuzzy goal programming approach for SDE-based software reliability growth model
Faults in software can be of varied severity and so is the priority with which they are fixed.
Hence, these two factors impact the reliability of the software to a large extent and is worthy …
Hence, these two factors impact the reliability of the software to a large extent and is worthy …
Stochastic software reliability growth modelling with fault introduction and change point
The rapid utilization of computer-based automated systems for human tasks has caused a
significant shift in society. Today's society places a high value on software stability. To create …
significant shift in society. Today's society places a high value on software stability. To create …
[HTML][HTML] SDE-based software reliability additive models with masked data using ELS algorithm
J Yang, M Ding, M He, Z Zheng, N Yang - Journal of King Saud University …, 2024 - Elsevier
The growing complexity of contemporary software systems, with multiple sub-modules,
demands innovative modeling approaches, especially in addressing intricate failures and …
demands innovative modeling approaches, especially in addressing intricate failures and …
Testing effort based SRGM and release decision under fuzzy environment
Software reliability is an important measure of software quality and is described by a
mathematical model known as the software reliability growth model (SRGM). Several …
mathematical model known as the software reliability growth model (SRGM). Several …