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An Empirical Analysis of the Utility of NHPP SRGM

2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC), 2021
Wenqian Jiang   +6 more
openaire   +1 more source

A Bayesian Inference Tool for NHPP-Based Software Reliability Assessment

2009
In this paper, we concern a sampling method for Markov chain Monte Carlo (MCMC) in estimating software reliability, and propose a unified MCMC algorithm based on the Metropolis-Hasting method regardless of model on data structures. The resulting MCMC algorithm is implemented as a Java-based tool.
Takumi Hirata   +2 more
openaire   +1 more source

Assessing Software Reliability Based on NHPP Using SPC

International Journal of Software Engineering and Its Applications, 2013
Software reliability in the software development process is an important issue. Software process improvement helps in finishing with reliable software product. In this field, SPC (Statistical process control) is a method of process management through application of statistical analysis, which involves and includes the defining, measuring, controlling ...
openaire   +1 more source

Bayesian analysis for NHPP-based software fault detection and correction processes

2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2015
Many software reliability methods have been proposed for estimating and predicting reliability, and the method based on Bayesian framework is a popular one. However, the present Bayesian approaches are all based on the impractical assumption that the detected faults are corrected immediately with no debugging time delay.
Lujia Wang 0002   +2 more
openaire   +1 more source

Evaluation and Application of MVFs in Coverage for Coverage-Based NHPP SRGM Frameworks

5th ACIS International Conference on Software Engineering Research, Management & Applications (SERA 2007), 2007
Many non-homogeneous Poisson process software reliability growth models are characterized by their mean value functions. Mean value functions of coverage-based models are usually obtained as composite functions of the coverage growth function and the function relating the number of detected faults to the coverage.
Takaji Fujiwara   +2 more
openaire   +1 more source

Modeling of NHPP-Based SRGM with Two Types of Faults

2023 6th International Conference on Information Systems and Computer Networks (ISCON), 2023
Asheesh Tiwari, Ashish Sharma
openaire   +1 more source

A Comprehensive Evaluation for Burr-Type NHPP-based Software Reliability Models

2021 8th International Conference on Dependable Systems and Their Applications (DSA), 2021
Siqiao Li   +2 more
openaire   +1 more source

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