Design-Time Reliability Prediction Model for Component-Based Software Systems
Software reliability is prioritised as the most critical quality attribute. Reliability prediction models participate in the prevention of software failures which can cause vital events and disastrous consequences in safety-critical applications or even ...
Awad Ali +6 more
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Prediction and Comparative Analysis of Software Reliability Model Based on NHPP and Deep Learning
Over time, software has become increasingly important in various fields. If the current software is more dependent than in the past and is broken owing to large and small issues, such as coding and system errors, it is expected to cause significant ...
Youn Su Kim +2 more
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Recalibrating software reliability models [PDF]
There is no universally applicable software reliability growth model which can be trusted to give accurate predictions of reliability in all circumstances. A technique of analyzing predictive accuracy called the u-plot allows a user to estimate the relationship between the predicted reliability and the true reliability. It is shown how this can be used
Sarah Brocklehurst +3 more
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Software Reliability Model with Dependent Failures and SPRT
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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Interval type-2 fuzzy logic system for early software reliability prediction [PDF]
The reliability of software product is seen as critical quality factor that cannot be overemphasized. Since real world application is loaded with high amount of uncertainty, such as applicable to software reliability, there should be a technique of ...
Ini Umoeka, Veronica Akwukwuma
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A SOFTWARE RELIABILITY ESTIMATION METHOD TO NUCLEAR SAFETY SOFTWARE
A method for estimating software reliability for nuclear safety software is proposed in this paper. This method is based on the software reliability growth model (SRGM), where the behavior of software failure is assumed to follow a non-homogeneous ...
GEE-YONG PARK, SEUNG CHEOL JANG
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Software Reliability Combination Model Based on AHP and AdaBoosting [PDF]
The evaluation effect of current various types of software reliability models is heavily dependent on the assumption of failure behavior,resulting in poor model applicability.The appropriate software reliability model is selected by Analytic Hierarchy ...
GAO Feng,WU Linbo,YUE Yang,LI Haifeng
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Weapon System Software Quality Improvement using Software Reliability Prediction Model
Most software flaws that occur during the operational phase are often not identified during the development phase. Therefore, to ensure reliability of software during the development phase is very important.
InSoo Ryu
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Default Detection Rate-Dependent Software Reliability Model with Imperfect Debugging
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
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Software Reliability Growth Model with Dependent Failures and Uncertain Operating Environments
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

