Software reliability prediction: A survey

S Oveisi, A Moeini, S Mirzaei… - Quality and Reliability …, 2023 - Wiley Online Library
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 …

Enhancing software reliability forecasting through a hybrid ARIMA-ANN model

U Samal, A Kumar - Arabian Journal for Science and Engineering, 2024 - Springer
This paper proposes a hybrid forecasting model combining auto-regressive integrated
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 …

S Chatterjee, D Saha, A Sharma, Y Verma - Annals of Operations …, 2022 - Springer
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 …

Stochastic debugging based reliability growth models for Open Source Software project

S Singhal, PK Kapur, V Kumar, S Panwar - Annals of Operations Research, 2024 - Springer
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 …

Software reliability prediction and release time management with coverage

S Panwar, V Kumar, PK Kapur, O Singh - International Journal of …, 2022 - emerald.com
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 …

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 …

Optimal release time determination via fuzzy goal programming approach for SDE-based software reliability growth model

S Chatterjee, B Chaudhuri, C Bhar - Soft Computing, 2021 - Springer
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 …

Stochastic software reliability growth modelling with fault introduction and change point

K Chaudhary, PK Kapur, P Kumar, V Kumar - International Journal of …, 2024 - Springer
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 …

[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 …

Testing effort based SRGM and release decision under fuzzy environment

P Saxena, N Singh, AK Shrivastava… - … Journal of Reliability …, 2021 - inderscienceonline.com
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 …