An approach for software reliability model selection. Abstract: Software reliability models are used for the estimation and prediction of software reliability.

In this paper, we propose a method of optimal software reliability model selection based on the deep learning. Also, we show several numerical examples of ...

The AIC not only selects the best model among several reliability models, but also possess favourable properties that practitioners like to see in their ...

Architecture-Based Software Reliability Models (ABSRMs) are useful for estimating the architectural reliability of component-based systems so that the behavior ...

Software reliability models are used for the estimation and prediction of software reliability. In a situation where reliability data is lacking and ...

The Software Failure and Reliability Assessment Tool (SFRAT) is an open source application to estimate and predict the reliability of a software system during ...

Reliability modeling of these systems is well-described by log-Poisson Non-. Homogeneous Poisson Process (NHPP) models in the relation to time (e.g., the. AMSAA ...

In this paper, we propose a method of optimal software reliability model selection ... Keywords: Software reliability model, optimal model selection, deep.

8 software reliability growth models are evaluated on 11 large projects. Logistic and Gompertz models have the best fit and asymptote predictions.

Oct 5, 2022 · This paper describes the application of software reliability engineering in the Software development life cycle.