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Study of a New Software Reliability Growth Model under Uncertain Operating Environments and Dependent Failures

open access: yesMathematics, 2023
The coronavirus disease (COVID-19) outbreak has prompted various industries to embark on digital transformation efforts, with software playing a critical role.
Dahye Lee, Inhong Chang, Hoang Pham
doaj   +3 more sources

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

open access: yesIEEE 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   +3 more sources

A covariate software tool to guide test activity allocation

open access: yesSoftwareX, 2022
This paper presents the Covariate Software Failure and Reliability Assessment Tool (C-SFRAT) to automatically apply methods from software reliability engineering to accurately characterize the defect discovery process in terms of the test activities ...
Jacob Aubertine   +3 more
doaj   +1 more source

Software Reliability Growth Model with Dependent Failures and Uncertain Operating Environments

open access: yesApplied Sciences, 2022
Software is used in various industries, and its reliability has become an extremely important issue. For example, in the medical industry, software is used to provide medical services to underprivi-leged individuals. If a problem occurs with the software
Da Hye Lee, In Hong Chang, Hoang Pham
doaj   +1 more source

Deep-Learning Software Reliability Model Using SRGM as Activation Function

open access: yesApplied Sciences, 2023
Software is widely used in various fields. There is no place where it is not used from the smallest part to the entire part. In particular, the tendency to rely on software is accelerating as the fields of artificial intelligence and big data become more
Youn Su Kim, Hoang Pham, In Hong Chang
doaj   +1 more source

Deep Cross-Project Software Reliability Growth Model Using Project Similarity-Based Clustering

open access: yesMathematics, 2021
Software reliability is an essential characteristic for ensuring the qualities of software products. Predicting the potential number of bugs from the beginning of a development project allows practitioners to make the appropriate decisions regarding ...
Kyawt Kyawt San   +5 more
doaj   +1 more source

Determining Software Time-to-Market and Testing Stop Time when Release Time is a Change-Point [PDF]

open access: yesInternational Journal of Mathematical, Engineering and Management Sciences, 2020
In software engineering literature, numerous software reliability growth models have been designed to evaluate and predict the reliability of the software products and to measure the optimal time-to-market of the software systems.
Ompal Singh, Saurabh Panwar, P. K. Kapur
doaj   +1 more source

Default Detection Rate-Dependent Software Reliability Model with Imperfect Debugging

open access: yesApplied Sciences, 2022
From the perspective of FDR (fault detection rate), which is an indispensable component in reliability modeling, this paper proposes two kinds of reliability models under imperfect debugging.
Ce Zhang   +5 more
doaj   +1 more source

A Non-Parametric Approach for Survival Analysis of Component-Based Software [PDF]

open access: yesInternational Journal of Mathematical, Engineering and Management Sciences, 2020
Reliability of a software or system is the probability of system to perform its functions adequately for the stated time period under specific environment conditions.
Sandeep Chopra   +4 more
doaj   +1 more source

A Novel Software Reliability Growth Model Based on Generalized Imperfect Debugging NHPP Framework

open access: yesIEEE Access, 2023
Non-Homogeneous Poisson Process (NHPP) is a standard framework in the field of software reliability analysis. The core of NHPP consists in determining the Mean Value Function (MVF) of cumulative error number at a specific time slot.
Hang Luo   +4 more
doaj   +1 more source

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