A New Homogeneous Pure Birth Process based Software Reliability Model

Software Reliability models has been developed for decades. The majority of them are based on non homogeneous Poisson processes, where the failure rate is a non linear function of time. They are also well described by pure birth processes what leads to non homogeneous continuous time Markov chains (...

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Autor principal: Barraza, Néstor Rubén
Formato: Objeto de conferencia Resumen
Lenguaje:Inglés
Publicado: 2016
Materias:
Ciencias Informáticas
software reliability models
failure rate
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/57254
http://45jaiio.sadio.org.ar/sites/default/files/asse-16.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-57254
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
software reliability models
failure rate
spellingShingle Ciencias Informáticas
software reliability models
failure rate
Barraza, Néstor Rubén
A New Homogeneous Pure Birth Process based Software Reliability Model
topic_facet Ciencias Informáticas
software reliability models
failure rate
description Software Reliability models has been developed for decades. The majority of them are based on non homogeneous Poisson processes, where the failure rate is a non linear function of time. They are also well described by pure birth processes what leads to non homogeneous continuous time Markov chains (NHCTMC), as it is usually used in the simulation of the stochastic software failure process. We propose in this work a different and novel approach. We consider a failure rate that does not depend on time but depends non linearly on the number of failures λr(t) = λr. We use the parametric Empirical Bayes framework in order to estimate λr.
format Objeto de conferencia
Resumen
author Barraza, Néstor Rubén
author_facet Barraza, Néstor Rubén
author_sort Barraza, Néstor Rubén
title A New Homogeneous Pure Birth Process based Software Reliability Model
title_short A New Homogeneous Pure Birth Process based Software Reliability Model
title_full A New Homogeneous Pure Birth Process based Software Reliability Model
title_fullStr A New Homogeneous Pure Birth Process based Software Reliability Model
title_full_unstemmed A New Homogeneous Pure Birth Process based Software Reliability Model
title_sort new homogeneous pure birth process based software reliability model
publishDate 2016
url http://sedici.unlp.edu.ar/handle/10915/57254
http://45jaiio.sadio.org.ar/sites/default/files/asse-16.pdf
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