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Software Fault Detection and Correction: Modeling and Applications

Artikelnummer: 978-981-1311-61-1
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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 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)
EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.

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 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)
EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.
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VerlagSpringer EN
EinbandKartonierter Einband (Kt)
Erscheinungsjahr2018
Seitenangabe108 S.
AusgabekennzeichenEnglisch
AbbildungenXIII, 108 p. 30 illus., 12 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen
MasseH23.5 cm x B15.5 cm 273 g
CoverlagSpringer (Imprint/Brand)
Auflage1st ed. 2018
ReiheSpringerBriefs in Computer Science
AutorPeng, Rui / Li, Yan-Fu / Liu, Yu

Alle Bände der Reihe "SpringerBriefs in Computer Science"

Über den Autor Rui Peng

Rui PENG is a Ph.D supervisor in School of Economics & Management, Beijing University of Technology. His research interests include system reliability, maintenance and defence. He has published more than 90 SCI-indexed journal papers in renowned journals, such as IIE Transactions, IEEE Transactions on Reliability, Reliability Engineering & System Safety. He is an IEEE senior member, an editorial board member of Reliability Engineering & System Safety, a highly cited Chinese Scholar recognized by Elsevier, and selected into the Beijing Nova Program of Science & Technology.   Qingqing Zhai is an Assistant Professor in School of Management, Shanghai University. His research interests include system reliability modeling and residual life estimation. He has published more than 20 journal papers in renowned journals such as Risk Analysis, European Journal of Operational Research, etc.   Jun Yang is a professor in School of Reliability and System Engineering, Beihang University. His research interests include system reliability, system residual life estimation and system maintenance. He has published more than 60 journal papers and led quite a few NSFC projects.

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