Software Fault Detection And Correction Modeling And Applications

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Software Fault Detection and Correction: Modeling and Applications

Author : Rui Peng
Publisher : Springer
ISBN 13 : 9811311625
Total Pages : 117 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Software Fault Detection and Correction: Modeling and Applications by : Rui Peng

Download or read book Software Fault Detection and Correction: Modeling and Applications written by Rui Peng and published by Springer. This book was released on 2018-11-01 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 reference guide 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.

Software Reliability Growth Models

Author : David D. Hanagal
Publisher : Springer Nature
ISBN 13 : 9811600252
Total Pages : 104 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Software Reliability Growth Models by : David D. Hanagal

Download or read book Software Reliability Growth Models written by David D. Hanagal and published by Springer Nature. This book was released on 2021-02-26 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the basic concepts of software reliability growth models (SRGMs), ranging from fundamental to advanced level. It discusses SRGM based on the non-homogeneous Poisson process (NHPP), which has been a quite successful tool in practical software reliability engineering. These models consider the debugging process as a counting process characterized by its mean value function. Model parameters have been estimated by using either the maximum likelihood method or regression. NHPP SRGMs based on inverse Weibull, generalized inverse Weibull, extended inverse Weibull, generalized extended inverse Weibull, and delayed S-shaped have been focused upon. Review of literature on SRGM has been included from the scratch to recent developments, applicable in artificial neural networks, machine learning, artificial intelligence, data-driven approaches, fault-detection, fault-correction processes, and also in random environmental conditions. This book is designed for practitioners and researchers at all levels of competency, and also targets groups who need information on software reliability engineering.

Software Reliability Assessment with OR Applications

Author : P.K. Kapur
Publisher : Springer Science & Business Media
ISBN 13 : 0857292048
Total Pages : 560 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Software Reliability Assessment with OR Applications by : P.K. Kapur

Download or read book Software Reliability Assessment with OR Applications written by P.K. Kapur and published by Springer Science & Business Media. This book was released on 2013-05-09 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software Reliability Assessment with OR Applications is a comprehensive guide to software reliability measurement, prediction, and control. It provides a thorough understanding of the field and gives solutions to the decision-making problems that concern software developers, engineers, practitioners, scientists, and researchers. Using operations research techniques, readers will learn how to solve problems under constraints such as cost, budget and schedules to achieve the highest possible quality level. Software Reliability Assessment with OR Applications is a comprehensive text on software engineering and applied statistics, state-of-the art software reliability modeling, techniques and methods for reliability assessment, and related optimization problems. It addresses various topics, including: unification methodologies in software reliability assessment; application of neural networks to software reliability assessment; software reliability growth modeling using stochastic differential equations; software release time and resource allocation problems; and optimum component selection and reliability analysis for fault tolerant systems. Software Reliability Assessment with OR Applications is designed to cater to the needs of software engineering practitioners, developers, security or risk managers, and statisticians. It can also be used as a textbook for advanced undergraduate or postgraduate courses in software reliability, industrial engineering, and operations research and management.

Optimization Models in Software Reliability

Author : Anu G. Aggarwal
Publisher : Springer Nature
ISBN 13 : 3030789195
Total Pages : 373 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Optimization Models in Software Reliability by : Anu G. Aggarwal

Download or read book Optimization Models in Software Reliability written by Anu G. Aggarwal and published by Springer Nature. This book was released on 2021-09-29 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book begins with an introduction to software reliability, models and techniques. The book is an informative book covering the strategies needed to assess software failure behaviour and its quality, as well as the application of optimization tools for major managerial decisions related to the software development process. It features a broad range of topics including software reliability assessment and apportionment, optimal allocation and selection decisions and upgradations problems. It moves through a variety of problems related to the evolving field of optimization of software reliability engineering, including software release time, resource allocating, budget planning and warranty models, which are each explored in depth in dedicated chapters. This book provides a comprehensive insight into present-day practices in software reliability engineering, making it relevant to students, researchers, academics and practising consultants and engineers.

Handbook of Enterprise Integration

Author : Mostafa Hashem Sherif
Publisher : CRC Press
ISBN 13 : 1420078224
Total Pages : 730 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Handbook of Enterprise Integration by : Mostafa Hashem Sherif

Download or read book Handbook of Enterprise Integration written by Mostafa Hashem Sherif and published by CRC Press. This book was released on 2009-11-09 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maintaining compatibility among all affected network and application interfaces of modern enterprise systems can quickly become costly and overwhelming. This handbook presents the knowledge and practical experience of a global group of experts from varying disciplines to help you plan and implement enterprise integration projects that respond to bu

Risk, Reliability and Safety: Innovating Theory and Practice

Author : Lesley Walls
Publisher : CRC Press
ISBN 13 : 149878898X
Total Pages : 2983 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Risk, Reliability and Safety: Innovating Theory and Practice by : Lesley Walls

Download or read book Risk, Reliability and Safety: Innovating Theory and Practice written by Lesley Walls and published by CRC Press. This book was released on 2016-11-25 with total page 2983 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk, Reliability and Safety contains papers describing innovations in theory and practice contributed to the scientific programme of the European Safety and Reliability conference (ESREL 2016), held at the University of Strathclyde in Glasgow, Scotland (25—29 September 2016). Authors include scientists, academics, practitioners, regulators and other key individuals with expertise and experience relevant to specific areas. Papers include domain specific applications as well as general modelling methods. Papers cover evaluation of contemporary solutions, exploration of future challenges, and exposition of concepts, methods and processes. Topics include human factors, occupational health and safety, dynamic and systems reliability modelling, maintenance optimisation, uncertainty analysis, resilience assessment, risk and crisis management.

Practical System Reliability

Author : Eric Bauer
Publisher : John Wiley & Sons
ISBN 13 : 0470455381
Total Pages : 303 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Practical System Reliability by : Eric Bauer

Download or read book Practical System Reliability written by Eric Bauer and published by John Wiley & Sons. This book was released on 2009-03-27 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to model, predict, and manage system reliability/availability throughout the development life cycle Written by a panel of authors with a wealth of industry experience, the methods and concepts presented here give readers a solid understanding of modeling and managing system and software availability and reliability through the development of real applications and products. The modeling and prediction techniques and tools are customer-focused and data-driven, and are also aligned with industry standards (Telcordia, TL 9000, ISO, etc.). Readers will get a clear understanding about what real-world reliability and availability mean through step-by-step discussions of: System availability Conceptual model of reliability and availability Why availability varies between customers Modeling availability Estimating parameters and availability from field data Estimating input parameters from laboratory data Estimating input parameters in the architecture/design stage Prediction accuracy Connecting the dots This book can be used by system architects, engineers, and developers to better understand and manage the reliability/availability of their products; quality engineers to grasp how software and hardware quality relate to system availability; and engineering students as part of a short course on system availability and software reliability.

Advances in Interdisciplinary Research in Engineering and Business Management

Author : P. K. Kapur
Publisher : Springer Nature
ISBN 13 : 9811600376
Total Pages : 493 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Advances in Interdisciplinary Research in Engineering and Business Management by : P. K. Kapur

Download or read book Advances in Interdisciplinary Research in Engineering and Business Management written by P. K. Kapur and published by Springer Nature. This book was released on 2021-04-22 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume contains latest research on software reliability assessment, testing, quality management, inventory management, mathematical modeling, analysis using soft computing techniques and management analytics. It links researcher and practitioner perspectives from different branches of engineering and management, and from around the world for a bird's eye view on the topics. The interdisciplinarity of engineering and management research is widely recognized and considered to be the most appropriate and significant in the fast changing dynamics of today's times. With insights from the volume, companies looking to drive decision making are provided actionable insight on each level and for every role using key indicators, to generate mobile-enabled scorecards, time-series based analysis using charts, and dashboards. At the same time, the book provides scholars with a platform to derive maximum utility in the area by subscribing to the idea of managing business through performance and business analytics.

Mathematics Applied in Information Systems

Author : Mangey Ram
Publisher : Bentham Science Publishers
ISBN 13 : 1681087138
Total Pages : 299 pages
Book Rating : 4.6/5 (81 download)

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Book Synopsis Mathematics Applied in Information Systems by : Mangey Ram

Download or read book Mathematics Applied in Information Systems written by Mangey Ram and published by Bentham Science Publishers. This book was released on 2018-09-12 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent developments in information science and technology have been possible due to original and timely research contributions containing new results in various fields of applied mathematics. It is also true that advances in information science create opportunities for developing mathematical models further.

Advances in Risk-Informed Technologies

Author : Prabhakar V. Varde
Publisher : Springer Nature
ISBN 13 : 9819991226
Total Pages : 173 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Advances in Risk-Informed Technologies by : Prabhakar V. Varde

Download or read book Advances in Risk-Informed Technologies written by Prabhakar V. Varde and published by Springer Nature. This book was released on 2024-01-07 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest research in the areas of development and application of risk-informed and risk-based technologies. The book discusses how advances in computational technologies, availability of accumulated experience and data on design, operations, maintenance and regulations, new insights in human factor modelling and development of new technologies, such as physics-of-failure modelling, prognostics and health management, have paved the way for implementation of risk and reliability tools and methods. The book will be useful for researchers, academicians, and engineers, particularly the field engineers, designers and regulators working on complex engineering systems.

Predictive Analytics in System Reliability

Author : Vijay Kumar
Publisher : Springer Nature
ISBN 13 : 3031053478
Total Pages : 286 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Predictive Analytics in System Reliability by : Vijay Kumar

Download or read book Predictive Analytics in System Reliability written by Vijay Kumar and published by Springer Nature. This book was released on 2022-09-08 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides engineers and researchers knowledge to help them in system reliability analysis using machine learning, artificial intelligence, big data, genetic algorithm, information theory, multi-criteria decision making, and other techniques. It will also be useful to students learning reliability engineering. The book brings readers up to date with how system reliability relates to the latest techniques of AI, big data, genetic algorithm, information theory, and multi-criteria decision making and points toward future developments in the subject.

Quality, IT and Business Operations

Author : P.K. Kapur
Publisher : Springer
ISBN 13 : 9811055777
Total Pages : 464 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Quality, IT and Business Operations by : P.K. Kapur

Download or read book Quality, IT and Business Operations written by P.K. Kapur and published by Springer. This book was released on 2017-10-01 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses action-oriented, concise and easy-to-communicate goals and challenges related to quality, reliability, infocomm technology and business operations. It brings together groundbreaking research in the area of software reliability, e-maintenance and big data analytics, highlighting the importance of maintaining the current growth in information technology (IT) adoption in businesses, while at the same time proposing process innovations to ensure sustainable development in the immediate future. In its thirty-seven chapters, it covers various areas of e-maintenance solutions, software architectures, patching problems in software reliability, preventive maintenance, industrial big data and reliability applications in electric power systems. The book reviews the ways in which countries currently attempt to resolve the conflicts and opportunities related to quality, reliability, IT and business operations, and proposes that internationally coordinated research plans are essential for effective and sustainable development, with research being most effective when it uses evidence-based decision-making frameworks resulting in clear management objectives, and is organized within adaptive management frameworks. Written by leading experts, the book is of interest to researchers, academicians, practitioners and policy makers alike who are working towards the common goal of making business operations more effective and sustainable.

Information Technology and Computer Application Engineering

Author : Hsiang-Chuan Liu
Publisher : CRC Press
ISBN 13 : 1138000795
Total Pages : 838 pages
Book Rating : 4.1/5 (38 download)

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Book Synopsis Information Technology and Computer Application Engineering by : Hsiang-Chuan Liu

Download or read book Information Technology and Computer Application Engineering written by Hsiang-Chuan Liu and published by CRC Press. This book was released on 2013-10-11 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings volume brings together some 189 peer-reviewed papers presented at the International Conference on Information Technology and Computer Application Engineering, held 27-28 August 2013, in Hong Kong, China. Specific topics under consideration include Control, Robotics, and Automation, Information Technology, Intelligent Computing and Telecommunication, Computer Science and Engineering, Computer Education and Application and other related topics. This book provides readers a state-of-the-art survey of recent innovations and research worldwide in Information Technology and Computer Application Engineering, in so-doing furthering the development and growth of these research fields, strengthening international academic cooperation and communication, and promoting the fruitful exchange of research ideas. This volume will be of interest to professionals and academics alike, serving as a broad overview of the latest advances in the dynamic field of Information Technology and Computer Application Engineering.

Cybernetics Approaches in Intelligent Systems

Author : Radek Silhavy
Publisher : Springer
ISBN 13 : 3319676180
Total Pages : 405 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Cybernetics Approaches in Intelligent Systems by : Radek Silhavy

Download or read book Cybernetics Approaches in Intelligent Systems written by Radek Silhavy and published by Springer. This book was released on 2017-09-04 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses new approaches and methods in the cybernetics, algorithms and software engineering in the scope of the intelligent systems. It brings new approaches and methods to real-world problems and exploratory research that describes novel approaches in the cybernetics, algorithms and software engineering in the scope of the intelligent systems. This book constitutes the refereed proceedings of the Computational Methods in Systems and Software 2017, a conference that provided an international forum for the discussion of the latest high-quality research results in all areas related to computational methods, statistics, cybernetics and software engineering.

Predictive Analytics

Author : Vijay Kumar
Publisher : CRC Press
ISBN 13 : 1000332861
Total Pages : 289 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Predictive Analytics by : Vijay Kumar

Download or read book Predictive Analytics written by Vijay Kumar and published by CRC Press. This book was released on 2021-01-13 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligence. This book provides the most recent advances in the field along with case studies and real-world examples. It discusses predictive modeling and analytics in reliability engineering and introduces current achievements and applications of artificial intelligence, data mining, and other techniques in supply chain management. It covers applications to reliability engineering practice, presents numerous examples to illustrate the theoretical results, and considers and analyses case studies and real-word examples. The book is written for researchers and practitioners in the field of system reliability, quality, supply chain management, and logistics management. Students taking courses in these areas will also find this book of interest.

Decision Analytics Applications in Industry

Author : P. K. Kapur
Publisher : Springer Nature
ISBN 13 : 9811536430
Total Pages : 550 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Decision Analytics Applications in Industry by : P. K. Kapur

Download or read book Decision Analytics Applications in Industry written by P. K. Kapur and published by Springer Nature. This book was released on 2020-05-27 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a range of qualitative and quantitative analyses in areas such as cybersecurity, sustainability, multivariate analysis, customer satisfaction, parametric programming, software reliability growth modeling, and blockchain technology, to name but a few. It also highlights integrated methods and practices in the areas of machine learning and genetic algorithms. After discussing applications in supply chains and logistics, cloud computing, six sigma, production management, big data analysis, satellite imaging, game theory, biometric systems, quality, and system performance, the book examines the latest developments and breakthroughs in the field of science and technology, and provides novel problem-solving methods. The themes discussed in the book link contributions by researchers and practitioners from different branches of engineering and management, and hailing from around the globe. These contributions provide scholars with a platform to derive maximum utility in the area of analytics by subscribing to the idea of managing business through system sciences, operations, and management. Managers and decision-makers can learn a great deal from the respective chapters, which will help them devise their own business strategies and find real-world solutions to complex industrial problems.

Software Reliability Techniques for Real-World Applications

Author : Roger K. Youree
Publisher : John Wiley & Sons
ISBN 13 : 1119931827
Total Pages : 357 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Software Reliability Techniques for Real-World Applications by : Roger K. Youree

Download or read book Software Reliability Techniques for Real-World Applications written by Roger K. Youree and published by John Wiley & Sons. This book was released on 2023-02-13 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: SOFTWARE RELIABILITY TECHNIQUES FOR REAL-WORLD APPLICATIONS SOFTWARE RELIABILITY TECHNIQUES FOR REAL-WORLD APPLICATIONS Authoritative resource providing step-by-step guidance for producing reliable software to be tailored for specific projects Software Reliability Techniques for Real-World Applications is a practical, up to date, go-to source that can be referenced repeatedly to efficiently prevent software defects, find and correct defects if they occur, and create a higher level of confidence in software products. From content development to software support and maintenance, the author creates a depiction of each phase in a project such as design and coding, operation and maintenance, management, product production, and concept development and describes the activities and products needed for each. Software Reliability Techniques for Real-World Applications introduces clear ways to understand each process of software reliability and explains how it can be managed effectively and reliably. The book is supported by a plethora of detailed examples and systematic approaches, covering analogies between hardware and software reliability to ensure a clear understanding. Overall, this book helps readers create a higher level of confidence in software products. In Software Reliability Techniques for Real-World Applications, readers will find specific information on: Defects, including where defects enter the project system, effects, detection, and causes of defects, and how to handle defects Project phases, including concept development and planning, requirements and interfaces, design and coding, and integration, verification, and validation Roadmap and practical guidelines, including at the start of a project, as a member of an organization, and how to handle troubled projects Techniques, including an introduction to techniques in general, plus techniques by organization (systems engineering, software, and reliability engineering) Software Reliability Techniques for Real-World Applications is a practical text on software reliability, providing over sixty-five different techniques and step-by-step guidance for producing reliable software. It is an essential and complete resource on the subject for software developers, software maintainers, and producers of software.