Results 41 to 50 of about 124,334 (162)
IEEE Access, 2022 In the past, several software reliability growth models (SRGMs) have been proposed to predict various aspects of software reliability, and non-homogeneous Poisson process (NHPP)-based SRGMs have drawn much attention.
Yi-Fan Hou +2 more
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Parameter Identification for Software Reliability Growth Models
IFAC Proceedings Volumes, 1988 Abstract The monitoring and prediction of the evolution of software reliability, during the program debugging phase can be performed by means of suitable failure growth models. In this paper, a stochastic model for software reliability is proposed and applied to experimental data.
BITTANTI, SERGIO +2 more
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A systematic review on software reliability prediction via swarm intelligence algorithms
Journal of King Saud University: Computer and Information SciencesThe widespread integration of software into all parts of our lives has led to the need for software of higher reliability. Ensuring reliable software usually necessitates some form of formal methods in the early stages of the development process which ...
Li Sheng Kong +3 more
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A Testing Coverage Based SRGM Subject to the Uncertainty of the Operating Environment
Computer Sciences & Mathematics Forum, 2023 The number of software failures, software reliability, and failure rates can be measured and predicted by the software reliability growth model (SRGM). SRGM is developed and tested in a controlled environment where the operating environment is different.
Sujit Kumar Pradhan +2 more
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IEEE Access, 2022 Due to changing software requirements and increasing system complexity, which put forward new challenges to the related testing processes to ensure software trustworthiness.
Nan Li +6 more
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Software Reliability Prediction Based on Recurrent Neural Network and Ensemble Method
ComputersSoftware 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 +2 more
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Mathematics, 2021 This paper presents a general testing coverage software reliability modeling framework that covers imperfect debugging and considers not only fault detection processes (FDP) but also fault correction processes (FCP).
Qiuying Li, Hoang Pham
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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
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Using Amsaa Model in Evaluating Reliability Growth Testing [PDF]
المجلة العراقية للعلوم الاحصائية, 2019 Reliability growth is defined as the positive progress in reliability over a period of time according to changes in product design or manufacturing processes. There are three main areas of reliability growth: planning, tracking and projecting.
Karam Nageeb, Khalida Ahmed
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Software Reliability Model with Dependent Failures and SPRT
Mathematics, 2020 Software reliability and quality are crucial in several fields. Related studies have focused on software reliability growth models (SRGMs). Herein, we propose a new SRGM that assumes interdependent software failures.
Da Hye Lee, In Hong Chang, Hoang Pham
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