Reliability Analysis Methods for an Embedded Open Source Software

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ISBN 13 : 9789533070414
Total Pages : pages
Book Rating : 4.0/5 (74 download)

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Book Synopsis Reliability Analysis Methods for an Embedded Open Source Software by : Yoshinobu Tamura

Download or read book Reliability Analysis Methods for an Embedded Open Source Software written by Yoshinobu Tamura and published by . This book was released on 2010 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In this chapter, we have discussed the methods of reliability analysis for an embedded OSS developed under on an open source project. Especially, we have proposed a stochastic differential equation model in order to consider the active state of the open source project, where we have assumed that the software failure intensity depends on the time, and the software fault-reporting phenomena on the bug tracking system keep an irregular state. Moreover, we have derived several assessment measures in terms of imperfect debugging of an entire system under such open source development paradigm. Especially, we have applied the exponential and S-shaped intensity functions of inherent software failures for the i -th component importance level to the interaction among components by using an acceleration parameters. Furthermore, we have shown the transitional probability of S(t) in Eq. (26). In case of considering the effect of debugging process on an entire system on software reliability assessment for open source projects, it is necessary to grasp the deeplyintertwined factors. In this chapter, we have shown that our method can describe such deeply-intertwined factors. Especially, we have applied BN technique in order to consider the effect of each software component on the reliability of an entire system under such open source development paradigm. By using the BN, we have proposed the method of reliability assessment incorporating the interaction among software components. Moreover, we have proposed the fault-detection rate based on BN used as the portability assessment measure for the embedded OSS. Finally, we have focused on an embedded OSS developed under open source projects. New distributed development paradigm typified by such open source project will evolve at a.

OSS Reliability Measurement and Assessment

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Publisher : Springer
ISBN 13 : 3319318187
Total Pages : 189 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis OSS Reliability Measurement and Assessment by : Shigeru Yamada

Download or read book OSS Reliability Measurement and Assessment written by Shigeru Yamada and published by Springer. This book was released on 2016-03-22 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses quantitative open source software (OSS) reliability assessment and its applications, focusing on three major topic areas: the Fundamentals of OSS Quality/Reliability Measurement and Assessment; the Practical Applications of OSS Reliability Modelling; and Recent Developments in OSS Reliability Modelling. Offering an ideal reference guide for graduate students and researchers in reliability for open source software (OSS) and modelling, the book introduces several methods of reliability assessment for OSS including component-oriented reliability analysis based on analytic hierarchy process (AHP), analytic network process (ANP), and non-homogeneous Poisson process (NHPP) models, the stochastic differential equation models and hazard rate models. These measurement and management technologies are essential to producing and maintaining quality/reliable systems using OSS.

Dependable Embedded Systems

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Publisher : Springer Nature
ISBN 13 : 303052017X
Total Pages : 606 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Dependable Embedded Systems by : Jörg Henkel

Download or read book Dependable Embedded Systems written by Jörg Henkel and published by Springer Nature. This book was released on 2020-12-09 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Open Access book introduces readers to many new techniques for enhancing and optimizing reliability in embedded systems, which have emerged particularly within the last five years. This book introduces the most prominent reliability concerns from today’s points of view and roughly recapitulates the progress in the community so far. Unlike other books that focus on a single abstraction level such circuit level or system level alone, the focus of this book is to deal with the different reliability challenges across different levels starting from the physical level all the way to the system level (cross-layer approaches). The book aims at demonstrating how new hardware/software co-design solution can be proposed to ef-fectively mitigate reliability degradation such as transistor aging, processor variation, temperature effects, soft errors, etc. Provides readers with latest insights into novel, cross-layer methods and models with respect to dependability of embedded systems; Describes cross-layer approaches that can leverage reliability through techniques that are pro-actively designed with respect to techniques at other layers; Explains run-time adaptation and concepts/means of self-organization, in order to achieve error resiliency in complex, future many core systems.

Applied OSS Reliability Assessment Modeling, AI and Tools

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Publisher : Springer
ISBN 13 : 9783031648021
Total Pages : 0 pages
Book Rating : 4.6/5 (48 download)

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Book Synopsis Applied OSS Reliability Assessment Modeling, AI and Tools by : Yoshinobu Tamura

Download or read book Applied OSS Reliability Assessment Modeling, AI and Tools written by Yoshinobu Tamura and published by Springer. This book was released on 2024-11-21 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook introduces the theory and application of open source software (OSS) reliability. The measurement and management of open source software are essential to produce and maintain quality and reliable systems while using open source software. This book describes the latest methods for the reliability assessment of open source software. It presents the state of the art of open source software reliability measurement and assessment based on stochastic modeling and deep learning approaches. It introduces several stochastic reliability analyses of OSS computing with application along with actual OSS project data. The book contains exercises to aid learning and is useful for graduate students and researchers.

Principles of Performance and Reliability Modeling and Evaluation

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Publisher : Springer
ISBN 13 : 3319305999
Total Pages : 659 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Principles of Performance and Reliability Modeling and Evaluation by : Lance Fiondella

Download or read book Principles of Performance and Reliability Modeling and Evaluation written by Lance Fiondella and published by Springer. This book was released on 2016-04-06 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest key research into the performance and reliability aspects of dependable fault-tolerant systems and features commentary on the fields studied by Prof. Kishor S. Trivedi during his distinguished career. Analyzing system evaluation as a fundamental tenet in the design of modern systems, this book uses performance and dependability as common measures and covers novel ideas, methods, algorithms, techniques, and tools for the in-depth study of the performance and reliability aspects of dependable fault-tolerant systems. It identifies the current challenges that designers and practitioners must face in order to ensure the reliability, availability, and performance of systems, with special focus on their dynamic behaviors and dependencies, and provides system researchers, performance analysts, and practitioners with the tools to address these challenges in their work. With contributions from Prof. Trivedi's former PhD students and collaborators, many of whom are internationally recognized experts, to honor him on the occasion of his 70th birthday, this book serves as a valuable resource for all engineering disciplines, including electrical, computer, civil, mechanical, and industrial engineering as well as production and manufacturing.

Software Reliability Methods

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Publisher : Springer Science & Business Media
ISBN 13 : 1475735405
Total Pages : 344 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Software Reliability Methods by : Doron A. Peled

Download or read book Software Reliability Methods written by Doron A. Peled and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents current methods for dealing with software reliability, illustrating the advantages and disadvantages of each method. The description of the techniques is intended for a non-expert audience with some minimal technical background. It also describes some advanced techniques, aimed at researchers and practitioners in software engineering. This reference will serve as an introduction to formal methods and techniques and will be a source for learning about various ways to enhance software reliability. Various projects and exercises give readers hands-on experience with the various formal methods and tools.

Software Reliability

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Publisher :
ISBN 13 :
Total Pages : 390 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Software Reliability by : Glenford J. Myers

Download or read book Software Reliability written by Glenford J. Myers and published by . This book was released on 1976-10-06 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deals constructively with recognized software problems. Focuses on the unreliability of computer programs and offers state-of-the-art solutions. Covers—software development, software testing, structured programming, composite design, language design, proofs of program correctness, and mathematical reliability models. Written in an informal style for anyone whose work is affected by the unreliability of software. Examples illustrate key ideas, over 180 references.

Advanced Computer Science and Information Technology

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Publisher : Springer
ISBN 13 : 3642133460
Total Pages : 205 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advanced Computer Science and Information Technology by : G.S. Tomar

Download or read book Advanced Computer Science and Information Technology written by G.S. Tomar and published by Springer. This book was released on 2010-09-10 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Science and Technology, Advanced Communication and Networking, Information Security and Assurance, Ubiquitous Computing and Multimedia Appli- tions are conferences that attract many academic and industry professionals. The goal of these co-located conferences is to bring together researchers from academia and industry as well as practitioners to share ideas, problems and solutions relating to the multifaceted aspects of advanced science and technology, advanced communication and networking, information security and assurance, ubiquitous computing and m- timedia applications. This co-located event included the following conferences: AST 2010 (The second International Conference on Advanced Science and Technology), ACN 2010 (The second International Conference on Advanced Communication and Networking), ISA 2010 (The 4th International Conference on Information Security and Assurance) and UCMA 2010 (The 2010 International Conference on Ubiquitous Computing and Multimedia Applications). We would like to express our gratitude to all of the authors of submitted papers and to all attendees, for their contributions and participation. We believe in the need for continuing this undertaking in the future. We acknowledge the great effort of all the Chairs and the members of advisory boards and Program Committees of the above-listed events, who selected 15% of over 1,000 submissions, following a rigorous peer-review process. Special thanks go to SERSC (Science & Engineering Research Support soCiety) for supporting these - located conferences.

Reliability Analysis of Open and Closed Source Software

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Publisher :
ISBN 13 :
Total Pages : 444 pages
Book Rating : 4.:/5 (672 download)

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Book Synopsis Reliability Analysis of Open and Closed Source Software by : Fengzhong Zou

Download or read book Reliability Analysis of Open and Closed Source Software written by Fengzhong Zou and published by . This book was released on 2008 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Software Reliability Assessment with OR Applications

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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.

Embedded Software Development for Safety-Critical Systems

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Publisher : CRC Press
ISBN 13 : 1351688936
Total Pages : 334 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Embedded Software Development for Safety-Critical Systems by : Chris Hobbs

Download or read book Embedded Software Development for Safety-Critical Systems written by Chris Hobbs and published by CRC Press. This book was released on 2017-09-07 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: "I highly recommend Mr. Hobbs' book." - Stephen Thomas, PE, Founder and Editor of FunctionalSafetyEngineer.com Safety-critical devices, whether medical, automotive, or industrial, are increasingly dependent on the correct operation of sophisticated software. Many standards have appeared in the last decade on how such systems should be designed and built. Developers, who previously only had to know how to program devices for their industry, must now understand remarkably esoteric development practices and be prepared to justify their work to external auditors. Embedded Software Development for Safety-Critical Systems discusses the development of safety-critical systems under the following standards: IEC 61508; ISO 26262; EN 50128; and IEC 62304. It details the advantages and disadvantages of many architectural and design practices recommended in the standards, ranging from replication and diversification, through anomaly detection to the so-called "safety bag" systems. Reviewing the use of open-source components in safety-critical systems, this book has evolved from a course text used by QNX Software Systems for a training module on building embedded software for safety-critical devices, including medical devices, railway systems, industrial systems, and driver assistance devices in cars. Although the book describes open-source tools for the most part, it also provides enough information for you to seek out commercial vendors if that’s the route you decide to pursue. All of the techniques described in this book may be further explored through hundreds of learned articles. In order to provide you with a way in, the author supplies references he has found helpful as a working software developer. Most of these references are available to download for free.

Software Reliability

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Publisher :
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.:/5 (36 download)

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Book Synopsis Software Reliability by : Glenford J. Myers

Download or read book Software Reliability written by Glenford J. Myers and published by . This book was released on 1976-10-06 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deals constructively with recognized software problems. Focuses on the unreliability of computer programs and offers state-of-the-art solutions. Covers—software development, software testing, structured programming, composite design, language design, proofs of program correctness, and mathematical reliability models. Written in an informal style for anyone whose work is affected by the unreliability of software. Examples illustrate key ideas, over 180 references.

Testing Complex and Embedded Systems

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Publisher : CRC Press
ISBN 13 : 1351688995
Total Pages : 301 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Testing Complex and Embedded Systems by : Kim H. Pries

Download or read book Testing Complex and Embedded Systems written by Kim H. Pries and published by CRC Press. This book was released on 2018-09-03 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many enterprises regard system-level testing as the final piece of the development effort, rather than as a tool that should be integrated throughout the development process. As a consequence, test teams often execute critical test plans just before product launch, resulting in much of the corrective work being performed in a rush and at the last minute. Presenting combinatorial approaches for improving test coverage, Testing Complex and Embedded Systems details techniques to help you streamline testing and identify problems before they occur—including turbocharged testing using Six Sigma and exploratory testing methods. Rather than present the continuum of testing for particular products or design attributes, the text focuses on boundary conditions. Examining systems and software testing, it explains how to use simulation and emulation to complement testing. Details how to manage multiple test hardware and software deliveries Examines the contradictory perspectives of testing—including ordered/ random, structured /unstructured, bench/field, and repeatable/non repeatable Covers essential planning activities prior to testing, how to scope the work, and how to reach a successful conclusion Explains how to determine when testing is complete Where you find organizations that are successful at product development, you are likely to find groups that practice disciplined, strategic, and thorough testing. Tapping into the authors’ decades of experience managing test groups in the automotive industry, this book provides the understanding to help ensure your organization joins the likes of these groups.

Software-Hardware Embedded System Reliability Modeling with Failure Dependency and Masked Data

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Software-Hardware Embedded System Reliability Modeling with Failure Dependency and Masked Data by : Zhoutao Zheng

Download or read book Software-Hardware Embedded System Reliability Modeling with Failure Dependency and Masked Data written by Zhoutao Zheng and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: Traditional system reliability models often ignore failure dependencies between subsystems and cannot reflect the reliability modeling analysis of the whole system. This paper investigates an embedded system that comprises a hardware system and a software system. To account for the influence of masked failure data and failure dependency between the hardware subsystem and software subsystem in system reliability evaluation, and a Copula function is employed. We proposed a reliability superposition model of the software-hardware system with masked data and failure dependency. Estimating the parameters of this model is a challenging task due to the complexity of the parameters. General methods may not be suitable for solving the estimated values of the parameters of the proposed model. To address this issue, we proposed an immune particle swarm optimization algorithm with enhanced learning ability (IPSO-ELA). The resulting algorithm, IPSO-ELA, is used to approximate the parameter's estimation. Additionally, we investigated the impact of varying degrees of failure dependence on system reliability. Finally, the numerical experiment shown that the proposed model, which considers failure dependency among subsystems, outperforms other reliability models that do not. The fitting results and reliability trend chart confirm this superiority.

Issues in Software Research, Design, and Application: 2013 Edition

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Author :
Publisher : ScholarlyEditions
ISBN 13 : 1490108173
Total Pages : 147 pages
Book Rating : 4.4/5 (91 download)

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Book Synopsis Issues in Software Research, Design, and Application: 2013 Edition by :

Download or read book Issues in Software Research, Design, and Application: 2013 Edition written by and published by ScholarlyEditions. This book was released on 2013-05-01 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: Issues in Software Research, Design, and Application: 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Software Research. The editors have built Issues in Software Research, Design, and Application: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Software Research in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Software Research, Design, and Application: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Safety and Reliability Modeling and Its Applications

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Publisher : Elsevier
ISBN 13 : 0128233230
Total Pages : 431 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Safety and Reliability Modeling and Its Applications by : Mangey Ram

Download or read book Safety and Reliability Modeling and Its Applications written by Mangey Ram and published by Elsevier. This book was released on 2021-08-12 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety and Reliability Modeling and Its Applications combines work by leading researchers in engineering, statistics and mathematics who provide innovative methods and solutions for this fast-moving field. Safety and reliability analysis is one of the most multidimensional topics in engineering today. Its rapid development has created many opportunities and challenges for both industrialists and academics, while also completely changing the global design and systems engineering environment. As more modeling tasks can now be undertaken within a computer environment using simulation and virtual reality technologies, this book helps readers understand the number and variety of research studies focusing on this important topic. The book addresses these important recent developments, presenting new theoretical issues that were not previously presented in the literature, along with solutions to important practical problems and case studies that illustrate how to apply the methodology. Uses case studies from industry practice to explain innovative solutions to real world safety and reliability problems Addresses the full interdisciplinary range of topics that influence this complex field Provides brief introductions to important concepts, including stochastic reliability and Bayesian methods

Geohazards

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Publisher : Springer Nature
ISBN 13 : 9811562334
Total Pages : 763 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Geohazards by : Madhavi Latha Gali

Download or read book Geohazards written by Madhavi Latha Gali and published by Springer Nature. This book was released on 2020-08-13 with total page 763 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume comprises select papers presented during the Indian Geotechnical Conference 2018. This volume discusses concepts of soil dynamics and studies related to earthquake geotechnical engineering, slope stability, and landslides. The papers presented in this volume analyze failures connected to geotechnical and geological origins to improve professional practice, codes of analysis and design. This volume will prove useful to researchers and practitioners alike.