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 …

Key issues in software reliability growth models

MA Haque, N Ahmad - Recent Advances in Computer Science …, 2022 - benthamdirect.com
Background: Software Reliability Growth Models (SRGMs) are the most widely used
mathematical models to monitor, predict and assess the software reliability. They play an …

A unified approach for developing software reliability growth models in the presence of imperfect debugging and error generation

PK Kapur, H Pham, S Anand… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
In this paper, we propose two general frameworks for deriving several software reliability
growth models based on a non-homogeneous Poisson process (NHPP) in the presence of …

An analytical approach to architecture-based software reliability prediction

SS Gokhale, WE Wong, KS Trivedi… - … Symposium. IPDS'98 …, 1998 - ieeexplore.ieee.org
Prevalent approaches to software reliability modeling are black-box based, ie, the the
software system is treated as a monolithic entity and only its interactions with the outside …

A study of incorporation of deep learning into software reliability modeling and assessment

CY Wu, CY Huang - IEEE Transactions on Reliability, 2021 - ieeexplore.ieee.org
Software is widely used in many application domains. The most popular software are used
by millions every day. How to accurately predict and assess the reliability of developed …

Software reliability and testing time allocation: An architecture-based approach

R Pietrantuono, S Russo… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
With software systems increasingly being employed in critical contexts, assuring high
reliability levels for large, complex systems can incur huge verification costs. Existing …

An analytical approach to architecture-based software performance and reliability prediction

SS Gokhale, WE Wong, JR Horgan, KS Trivedi - Performance Evaluation, 2004 - Elsevier
Conventional approaches to analyze the behavior of software applications are black box
based, that is, the software application is treated as a whole and only its interactions with the …

Testing coverage‐based software reliability growth model considering uncertainty of operating environment

V Pradhan, J Dhar, A Kumar - Systems Engineering, 2023 - Wiley Online Library
Software reliability is one of the standard critical inherent characteristics of software systems.
The testing coverage function (TCF) is a significant parameter for identifying the …

A unified approach of testing coverage‐based software reliability growth modelling with fault detection probability, imperfect debugging, and change point

S Chatterjee, A Shukla - Journal of Software: Evolution and …, 2019 - Wiley Online Library
This paper presents a unified approach to model the reliability growth of software with
imperfect debugging and coverage factor. Existing testing coverage‐based software …

A NHPP based software reliability model and optimal release policy with logistic–exponential test coverage under imperfect debugging

S Chatterjee, JB Singh - … Journal of System Assurance Engineering and …, 2014 - Springer
Software reliability models are used to estimate and predict the reliability, number of
remaining faults, failure intensity, total software development cost, etc., of a software. Testing …