Results 51 to 60 of about 123 (118)

DNN-based Software Reliability Model for Fault Prediction and Optimal Release Time Determination [PDF]

International Journal of Mathematical, Engineering and Management Sciences
The accurate prediction of both detected and corrected faults is crucial for enhancing software reliability and determining optimal release times. Traditional Software Reliability Growth Models (SRGMs) often focus on either fault detection or correction,
Shikha Dwivedi, Neeraj Kumar Goyal, Hariom Chaudhari   +2 more
doaj   +1 more source

FLEXIBLE SOFTWARE RELIABILITY GROWTH MODELS

South African Journal of Industrial Engineering, 2012
<p>ENGLISH ABSTRACT: Numerous Software Reliability Growth Models (SRGMs) have been discussed in the literature. These models are used to predict fault content and reliability of software.
P.K. Kapur, A. Gupta, V.S.S. Yadavalli, S.J. Claasen   +3 more
doaj  

A Generalized Software Reliability Growth Model With Consideration of the Uncertainty of Operating Environments

IEEE Access, 2019
This paper proposes a generalized model to cover imperfect debugging and the uncertainty of the operating environment and its effect on fault detection rate into software reliability evaluation based on a non-homogeneous Poisson process (NHPP). Many NHPP
Qiuying Li, Hoang Pham
doaj   +1 more source

Imperfect Debugging SRGM with FDP–FCP

Algorithms
Over the past few decades, extensive research has been conducted on software reliability growth models based on the non-homogeneous Poisson process. However, most existing studies rely on the premise of perfect debugging, failing to fully consider key factors such as potential error introduction, the diversity of failure types, and dynamic changes in ...
Xiangyi Qiu, Yinglei Song
openaire   +1 more source

SRGM Dependent Learning based Testing Effort for Refinement

International Journal for Research in Applied Science and Engineering Technology, 2021
Abstract: During the development of software code there is a pressing necessity to remove the faults or bugs and improve software reliability. To get the accurate result, in every phase of software development cycle assessments needs to be happen, so that in each phase early bugs detection takes place that leads to maintain accuracy at each level.
openaire   +1 more source

Multi release software reliability modelling incorporating fault generation in detection process and fault dependency with change point in correction process

Scientific Reports
Many software reliability growth models (SRGMs) have been proposed in the literature to evaluate the remaining faults and software reliability. The probability of getting failure-free software within a specified period and environment is known as ...
Sujit Kumar Pradhan, Anil Kumar, Vijay Kumar   +2 more
doaj   +1 more source

Software Reliability Prediction Based on Recurrent Neural Network and Ensemble Method

Computers
Software reliability is a crucial factor in determining software quality quantitatively. It is also used to estimate the software testing duration. In software reliability testing, traditional parametric software reliability growth models (SRGMs) are ...
Wafa Alshehri, Salma Kammoun Jarraya, Arwa Allinjawi   +2 more
doaj   +1 more source

Software reliability growth models: A comparison of linear and exponential fault content functions for study of imperfect debugging situations

Cogent Engineering, 2017
The software testing process basically aims at building confidence in the software for its use in real world applications. The reliability of a software system is always important to us.
Javaid Iqbal
doaj   +1 more source

Develop Approach to Predicate Software Reliability Growth Model Parameters Based on Machine learning

Iraqi Journal for Computers and Informatics
One of the most important aspects in determining the quality of a software product before placing it on the market is its reliability. The main problem in creating effective software that satisfies the user preferences is that it must be highly reliable.
anfal A. Fadhil, Asmaa’ H. AL_Bayati, Ibrahim Ahmed Saleh   +2 more
doaj   +1 more source

Software Reliability Growth Model Combining Testing Effort Function and Burr-Type Fault Detection Rate

Mathematics
Software reliability growth models (SRGMs) often assume a linear relationship between the fault detection rate (FDR) and testing effort function (TEF), which fails to capture their dynamic and nonlinear characteristics.
Yixin Qiao, Qiang Han, Sheng Han, Zhichao Shi, Kehan Xue   +4 more
doaj   +1 more source