Software Fault Detection and Correction: Modeling and Applications
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Beschreibung
This book focuses on software fault detection and correction processes, presenting 5 different paired models introduced over the last decade and discussing their applications, in particular to determining software release time.
The first work incorporates the testing effort function and the fault introduction process into the paired fault detection and fault correction models. The second work incorporates fault dependency, while the third adopts a Markov approach for studying fault detection and correction processes. The fourth work considers the multi-release property of various software, and models fault detection and correction processes. The last work classifies faults into four types and models the fault-detection and correction processes.
Enabling readers to familiarize themselves with how software reliability can be modeled when different factors need to be considered, and how the approaches can be used to analyze other systems, the book is important referenceguide for researchers in the field of software reliability engineering and practitioners working on software projects. To gain the most from the book, readers should have a firm grasp of the fundamentals of the stochastic process.This book focuses on software fault detection and correction processes, presenting 5 different paired models introduced over the last decade and discussing their applications, in particular to determining software release time.
The first work incorporates the testing effort function and the fault introduction process into the paired fault detection and fault correction models. The second work incorporates fault dependency, while the third adopts a Markov approach for studying fault detection and correction processes. The fourth work considers the multi-release property of various software, and models fault detection and correction processes. The last work classifies faults into four types and models the fault-detection and correction processes.
Enabling readers to familiarize themselves with how software reliability can be modeled when different factors need to be considered, and how the approaches can be used to analyze other systems, the book is important referenceguide for researchers in the field of software reliability engineering and practitioners working on software projects. To gain the most from the book, readers should have a firm grasp of the fundamentals of the stochastic process.Investigates both fault detection and correction processes Illustrates the application of the models with real data set Presents models that suit different types of software
Autor*in
Rui Peng
Themen in »Software Fault Detection and Correction: Modeling and Applications«
Software Reliability Non-Homogeneous Poisson Process Decision Making Open Source Software Fault Correction Process quality control, reliability, safety and risk
Stimmen zu »Software Fault Detection and Correction: Modeling and Applications«
“This book presents several models for fault detection and fault correction and includes many examples based on realistic datasets, so that the different models can be easily exercised. … this is an interesting book on fault detection and fault correction processes in software engineering, with good related work and useful datasets for exercising the models; … .” (Santiago Escobar, Computing Reviews, May 30, 2019)
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