Software reliability prediction model with realistic assumption using time series (S)ARIMA model
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-01912-4
Abstract: Software reliability is the important attribute for complex computing systems to provide reliability could cause series issues such as extra cost, development delay and image of the software solution providers. Hence, ensuring the reliability of… read more here.
Keywords: software reliability; time; model; series ... See more keywords
NHPP software reliability model considering the uncertainty of operating environments with imperfect debugging and testing coverage
Sign Up to like & getrecommendations! Published in 2017 at "Applied Mathematical Modelling"
DOI: 10.1016/j.apm.2017.06.034
Abstract: Abstract In this paper, we propose a testing-coverage software reliability model that considers not only the imperfect debugging (ID) but also the uncertainty of operating environments based on a non-homogeneous Poisson process (NHPP). Software is… read more here.
Keywords: software reliability; model; uncertainty operating; reliability ... See more keywords
Bayesian Belief Network Model Quantification Using Distribution-Based Node Probability and Experienced Data Updates for Software Reliability Assessment
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2878376
Abstract: Since digital instrumentation and control systems are expected to play an essential role in safety systems in nuclear power plants (NPPs), the need to incorporate software failures into NPP probabilistic risk assessment has arisen. Based… read more here.
Keywords: software reliability; model; assessment; quantification ... See more keywords
Using the Methods of Statistical Data Analysis to Improve the Trustworthiness of Software Reliability Modeling
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3154103
Abstract: 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. However, it should be noted that,… read more here.
Keywords: software; statistical data; failure; software reliability ... See more keywords
Queueing-Based Simulation for Software Reliability Analysis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3213271
Abstract: As modern software system is growing in size and complexity, the customer expectations for software quality have become higher. In the past, many software reliability growth models (SRGMs) were proposed and they are helped to… read more here.
Keywords: software; based simulation; software reliability; queueing based ... See more keywords
Queueing-Theory-Based Models for Software Reliability Analysis and Management
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2014.2388454
Abstract: Software reliability is one of the most important internal attributes of software systems. Over the past three decades, many software reliability growth models have been proposed and discussed. Some research has also shown that the… read more here.
Keywords: software reliability; queueing theory; management; model ... See more keywords
Assessing the Maturity of SDN Controllers With Software Reliability Growth Models
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2018.2848105
Abstract: In software defined networking (SDN), critical control plane functions are offloaded to a software entity known as the SDN controller. Today’s SDN controllers are complex software systems, owing to heterogeneity of networks and forwarding devices… read more here.
Keywords: reliability growth; software reliability; sdn controllers; reliability ... See more keywords
Software Shipping Time Estimation for Markovian Change-Point Reliability Model
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Reliability, Quality and Safety Engineering"
DOI: 10.1142/s0218539321500212
Abstract: A Markovian software reliability model is known as one of the useful models which enable us to describe the details on the dynamic behavior of software reliability growth process with imperfect debugging activities. As the… read more here.
Keywords: software shipping; software reliability; shipping time; reliability ... See more keywords
Software reliability and cost models with warranty and life cycle
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability"
DOI: 10.1177/1748006x221076273
Abstract: With increasing number of tech-savvy users, the demand for software with advanced features is also growing exponentially. To meet these expectations, software firms are coming up with innovative strategies to attract customers to buy their… read more here.
Keywords: software; time; reliability; software reliability ... See more keywords
Prediction and Comparative Analysis of Software Reliability Model Based on NHPP and Deep Learning
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DOI: 10.3390/app13116730
Abstract: 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… read more here.
Keywords: software; deep learning; software reliability; reliability model ... See more keywords
Software Reliability for Agile Testing
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DOI: 10.3390/math8050791
Abstract: It is known that quantitative measures for the reliability of software systems can be derived from software reliability models, and, as such, support the product development process. Over the past four decades, research activities in… read more here.
Keywords: testing software; reliability agile; reliability; software ... See more keywords