Repository Article

·2016 OPEN ACCESS

Modular Integrated Probabilistic Model of Software Reliability Estimation

Roman Tsarev , A S Chernigovskiy , Е. Н. Штарик , А. В. Штарик , Mustafa Seçkin Durmuş , İlker Üstoğlu YTU

SibFU Digital Repository (Siberian Federal University)

Abstract

A modular integrated probabilistic model of software reliability estimation and an algorithm of its application for estimation of software reliability with different architecture such as multilevel, multiversion, distributed and object-oriented ones are presented in the article. The modification of this model is given there for the object-oriented multiversion software with the distributed architecture. The procedure of its estimation is perfected to improve the quality of the reliability prediction. The description of the developed program system based on the modular integrated probabilistic model of reliability estimation of the object-oriented multiversion software with the distributed architecture is presented in the article. The analysis of relation of software reliability parameters to the component count, conditional and unconditional probability of the failure appearance in components and temporary components characteristics is done there as well.

Keywords

Computer science Software quality Probabilistic logic Reliability engineering Modular design Reliability (semiconductor) Component-based software engineering Software sizing Software Software reliability testing Software system Software development Programming language Artificial intelligence Engineering

Subject Areas

Software Reliability and Analysis Research ·Software ·Physical Sciences
Advanced Data Processing Techniques ·Control and Systems Engineering ·Physical Sciences
Technology Assessment and Management ·Safety, Risk, Reliability and Quality ·Physical Sciences

Citations by Year