Review Of Quantitative Software Reliability Methods

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Review of Quantitative Software Reliability Methods

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (873 download)

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Book Synopsis Review of Quantitative Software Reliability Methods by :

Download or read book Review of Quantitative Software Reliability Methods written by and published by . This book was released on 2010 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The current U.S. Nuclear Regulatory Commission (NRC) licensing process for digital systems rests on deterministic engineering criteria. In its 1995 probabilistic risk assessment (PRA) policy statement, the Commission encouraged the use of PRA technology in all regulatory matters to the extent supported by the state-of-the-art in PRA methods and data. Although many activities have been completed in the area of risk-informed regulation, the risk-informed analysis process for digital systems has not yet been satisfactorily developed. Since digital instrumentation and control (I & C) systems are expected to play an increasingly important role in nuclear power plant (NPP) safety, the NRC established a digital system research plan that defines a coherent set of research programs to support its regulatory needs. One of the research programs included in the NRC's digital system research plan addresses risk assessment methods and data for digital systems. Digital I & C systems have some unique characteristics, such as using software, and may have different failure causes and/or modes than analog I & C systems; hence, their incorporation into NPP PRAs entails special challenges. The objective of the NRC's digital system risk research is to identify and develop methods, analytical tools, and regulatory guidance for (1) including models of digital systems into NPP PRAs, and (2) using information on the risks of digital systems to support the NRC's risk-informed licensing and oversight activities. For several years, Brookhaven National Laboratory (BNL) has worked on NRC projects to investigate methods and tools for the probabilistic modeling of digital systems, as documented mainly in NUREG/CR-6962 and NUREG/CR-6997. However, the scope of this research principally focused on hardware failures, with limited reviews of software failure experience and software reliability methods. NRC also sponsored research at the Ohio State University investigating the modeling of digital systems using dynamic PRA methods. These efforts, documented in NUREG/CR-6901, NUREG/CR-6942, and NUREG/CR-6985, included a functional representation of the system's software but did not explicitly address failure modes caused by software defects or by inadequate design requirements. An important identified research need is to establish a commonly accepted basis for incorporating the behavior of software into digital I & C system reliability models for use in PRAs. To address this need, BNL is exploring the inclusion of software failures into the reliability models of digital I & C systems, such that their contribution to the risk of the associated NPP can be assessed.

Software Reliability Methods

Author : Doron A. Peled
Publisher : Springer Science & Business Media
ISBN 13 : 9780387951065
Total Pages : 356 pages
Book Rating : 4.9/5 (51 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 2001-06-26 with total page 356 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 Methods

Author : Doron A. Peled
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 Modeling

Author : Shigeru Yamada
Publisher : Springer Science & Business Media
ISBN 13 : 4431545654
Total Pages : 98 pages
Book Rating : 4.4/5 (315 download)

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Book Synopsis Software Reliability Modeling by : Shigeru Yamada

Download or read book Software Reliability Modeling written by Shigeru Yamada and published by Springer Science & Business Media. This book was released on 2013-10-24 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software reliability is one of the most important characteristics of software product quality. Its measurement and management technologies during the software product life cycle are essential to produce and maintain quality/reliable software systems. Part 1 of this book introduces several aspects of software reliability modeling and its applications. Hazard rate and nonhomogeneous Poisson process (NHPP) models are investigated particularly for quantitative software reliability assessment. Further, imperfect debugging and software availability models are discussed with reference to incorporating practical factors of dynamic software behavior. Three software management problems are presented as application technologies of software reliability models: the optimal software release problem, the statistical testing-progress control, and the optimal testing-effort allocation problem. Part 2 of the book describes several recent developments in software reliability modeling and their applications as quantitative techniques for software quality/reliability measurement and assessment. The discussion includes a quality engineering analysis of human factors affecting software reliability during the design review phase, which is the upper stream of software development, as well as software reliability growth models based on stochastic differential equations and discrete calculus during the testing phase, which is the lower stream. The final part of the book provides an illustration of quality-oriented software management analysis by applying the multivariate analysis method and the existing software reliability growth models to actual process monitoring data.

NUREG/CR.

Author : U.S. Nuclear Regulatory Commission
Publisher :
ISBN 13 :
Total Pages : 48 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis NUREG/CR. by : U.S. Nuclear Regulatory Commission

Download or read book NUREG/CR. written by U.S. Nuclear Regulatory Commission and published by . This book was released on 1977 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Improving and Estimation of the Software Reliability

Author : Jari-Matti Hoesoe
Publisher :
ISBN 13 :
Total Pages : 69 pages
Book Rating : 4.:/5 (256 download)

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Book Synopsis The Improving and Estimation of the Software Reliability by : Jari-Matti Hoesoe

Download or read book The Improving and Estimation of the Software Reliability written by Jari-Matti Hoesoe and published by . This book was released on 1976 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Cost Effective Methodology for Quantitative Evaluation of Software Reliability Using Static Analysis

Author : Walter W. Schilling (Jr.)
Publisher :
ISBN 13 :
Total Pages : 496 pages
Book Rating : 4.:/5 (43 download)

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Book Synopsis A Cost Effective Methodology for Quantitative Evaluation of Software Reliability Using Static Analysis by : Walter W. Schilling (Jr.)

Download or read book A Cost Effective Methodology for Quantitative Evaluation of Software Reliability Using Static Analysis written by Walter W. Schilling (Jr.) and published by . This book was released on 2007 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software reliability represents an increasing risk to overall system reliability. As systems have become larger and more complex, mission critical and safety critical systems have increasingly had functionality controlled exclusively through software. This change has resulted in a shift of the root cause of systems failure from hardware to software. Market forces have encouraged projects to reuse existing software as well as purchase COTS solutions. This has made the usage of existing reliability models difficult. Traditional software reliability models require significant testing data to be collected during development. If this data is not collected in a disciplined manner or is not made available to software engineers, these modeling techniques can not be applied. It is imperative that practical reliability modeling techniques be developed to address these issues. This dissertation puts forth a practical method for estimating software reliability. The proposed software reliability model combines static analysis of existing source code modules, functional testing with execution path capture, and a series of Bayesian Belief Networks. Static analysis is used to detect faults within the source code which may lead to failure. Code coverage is used to determine which paths within the source code are executed as well as the execution rate. The Bayesian Belief Networks combine these parameters and estimate the reliability for each method. A second series of Bayesian Belief Networks then combines the data for each method to determine the overall reliability for the system. In order to use this model, the SOSART tool is developed. This tool serves as a reliability modeling tool and a bug finding meta tool suitable for comparing the results of different static analysis tools. Verification of the model is presented through multiple experimental instances. Validation is first demonstrated through the application to a series of Open Source software packages. A second validation is provided using the Tempest Web Server, developed by NASA Glenn Research Center.

Quantitative Methods for Software Reliability Measurements

Author : Paul B. Moranda
Publisher :
ISBN 13 :
Total Pages : 192 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis Quantitative Methods for Software Reliability Measurements by : Paul B. Moranda

Download or read book Quantitative Methods for Software Reliability Measurements written by Paul B. Moranda and published by . This book was released on 1976 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research effort in the field of software reliability is primarily based on probability: as applied to error detection rates; as applied to the generation of input tests data; and as applied to the economics of random versus constructed test cases. The background description of the flow of computations is made by means of a directed graph representation and a connection matrix depicting possible links between program segments. Random numbers selected from a given domain by several distributions are employed as input to programs instrumented to detect the use of the proram's segments. An algorithm is employed to estimate the total number of execution sequences which are likely to be eventually driven by random number inputs, and, by implication, the point in testing where the change to constructed cases should be made. Models for determining the count of these execution sequences are described and tables which facilitate estimation of the number of logical paths and related parameters are provided for convenience. (Author).

Multi-Criteria Decision Models in Software Reliability

Author : Ashish Mishra
Publisher : CRC Press
ISBN 13 : 1000778827
Total Pages : 329 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Multi-Criteria Decision Models in Software Reliability by : Ashish Mishra

Download or read book Multi-Criteria Decision Models in Software Reliability written by Ashish Mishra and published by CRC Press. This book was released on 2022-11-30 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides insights into contemporary issues and challenges in multi-criteria decision models. It is a useful guide for identifying, understanding and categorising multi-criteria decision models, and ultimately implementing the analysis for effective decision-making. The use of multi-criteria decision models in software reliability engineering is a relatively new field of study, and this book collects all the latest methodologies, tools and techniques in one single volume. It covers model selection, assessment, resource allocation, release management, up-grade planning, open-source systems, bug tracking system management and defect prediction. Multi-Criteria Decision Models in Software Reliability: Methods and Applications will cater to researchers, academicians, post-graduate students, software developers, software reliability engineers and IT managers.

Advances in System Reliability Engineering

Author : Mangey Ram
Publisher : Academic Press
ISBN 13 : 0128162724
Total Pages : 318 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Advances in System Reliability Engineering by : Mangey Ram

Download or read book Advances in System Reliability Engineering written by Mangey Ram and published by Academic Press. This book was released on 2018-11-24 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent Advances in System Reliability Engineering describes and evaluates the latest tools, techniques, strategies, and methods in this topic for a variety of applications. Special emphasis is put on simulation and modelling technology which is growing in influence in industry, and presents challenges as well as opportunities to reliability and systems engineers. Several manufacturing engineering applications are addressed, making this a particularly valuable reference for readers in that sector. Contains comprehensive discussions on state-of-the-art tools, techniques, and strategies from industry Connects the latest academic research to applications in industry including system reliability, safety assessment, and preventive maintenance Gives an in-depth analysis of the benefits and applications of modelling and simulation to reliability

Mathematical and Statistical Methods in Reliability

Author : Kjell A. Doksum
Publisher : World Scientific
ISBN 13 : 9812795251
Total Pages : 569 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis Mathematical and Statistical Methods in Reliability by : Kjell A. Doksum

Download or read book Mathematical and Statistical Methods in Reliability written by Kjell A. Doksum and published by World Scientific. This book was released on 2003 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains extended versions of 34 carefully selected and reviewed papers presented at the Third International Conference on Mathematical Methods in Reliability, held in Trondheim, Norway in 2002. It provides a broad overview of current research activities in reliability theory and its applications. There are chapters on reliability modelling, network and system reliability, reliability optimization, survival analysis, degradation and maintenance modelling, and software reliability. The authors are all leading experts in the field. A particular feature of the book is a historical review by Professor Richard E Barlow, well known for his pioneering research on reliability. The list of authors also includes the plenary session speakers Odd O Aalen, Philip J Boland, Sallie A Keller-McNulty, and Nozer Singpurwalla. Contents: Reliability Theory in the Past and Present Centuries; General Aspects of Reliability Modelling; Reliability of Networks and Systems; Stochastic Modelling and Optimization in Reliability; Modelling in Survival and Reliability Analysis; Statistical Methods for Degradation Data; Statistical Methods for Maintained Systems; Statistical Inference in Survival Analysis; Software Reliability Methods. Readership: Graduate students, academics and professionals in probability & statistics, reliability analysis, survival analysis, industrial engineering, software engineering, operations research and applied mathematics research.

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.

Recent Advancements in Software Reliability Assurance

Author : Adarsh Anand
Publisher : CRC Press
ISBN 13 : 0429776578
Total Pages : 142 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis Recent Advancements in Software Reliability Assurance by : Adarsh Anand

Download or read book Recent Advancements in Software Reliability Assurance written by Adarsh Anand and published by CRC Press. This book was released on 2019-04-08 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to provide a platform to academicians, practitioners, and researchers to understand current and future trends in software reliability growth modeling. Emphasis will be on qualitative work relevant to the theme with particular importance given to mathematical modeling for software reliability and various methods and applications of multi attributed decision making in governing the software performance. Presents software quality and security models Offers reliability analysis, assurance techniques for software systems Covers methodologies, tools, and practical applications of software reliability modeling and testing resources Includes robust reliability design techniques, diagnostic, and decision support Discusses stochastic modelling for software systems

Analysis Methods for Software Reliability Data

Author : Christopher McCollin
Publisher :
ISBN 13 :
Total Pages : 336 pages
Book Rating : 4.:/5 (535 download)

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Book Synopsis Analysis Methods for Software Reliability Data by : Christopher McCollin

Download or read book Analysis Methods for Software Reliability Data written by Christopher McCollin and published by . This book was released on 1993 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Software Reliability Modelling

Author : M. Xie
Publisher : World Scientific
ISBN 13 : 9789810206406
Total Pages : 232 pages
Book Rating : 4.2/5 (64 download)

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Book Synopsis Software Reliability Modelling by : M. Xie

Download or read book Software Reliability Modelling written by M. Xie and published by World Scientific. This book was released on 1991 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book summarizes the recent advances in software reliability modelling. Almost all the existing models are classified and the most interesting models are described in detail.Because of the application of software in many industrial, military and commercial systems, software reliability has become an important research area. Although there are many models and results appeared in different journals and conference proceedings, there is a lack of systematic publications on this subject. The aim of this book is to provide an overview of this area and provide software reliability researchers and analysts with a systematic study of the existing results. This book can also be used as a reference book for other software engineers and reliability theoreticians interested in this area.

Software Reliability

Author : Hoang Pham
Publisher : Springer Science & Business Media
ISBN 13 : 9789813083844
Total Pages : 364 pages
Book Rating : 4.0/5 (838 download)

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Book Synopsis Software Reliability by : Hoang Pham

Download or read book Software Reliability written by Hoang Pham and published by Springer Science & Business Media. This book was released on 2000-02-01 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a general introduction to software reliability engineering, this book presents detailed analytical models, state-of-the-art techniques, methodologies, and tools used to assess the reliability of software systems. It also explores new directions of research in the field of software reliability engineering, including fault tolerant software and a new software reliability model that includes environmental factors.

Progress of Nuclear Safety for Symbiosis and Sustainability

Author : Hidekazu Yoshikawa
Publisher : Springer Science & Business Media
ISBN 13 : 4431546103
Total Pages : 310 pages
Book Rating : 4.4/5 (315 download)

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Book Synopsis Progress of Nuclear Safety for Symbiosis and Sustainability by : Hidekazu Yoshikawa

Download or read book Progress of Nuclear Safety for Symbiosis and Sustainability written by Hidekazu Yoshikawa and published by Springer Science & Business Media. This book was released on 2014-03-20 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces advanced methods of computational and information systems allowing readers to better understand the state-of-the-art design and implementation technology needed to maintain and enhance the safe operation of nuclear power plants. The subjects dealt with in the book are (i) Full digital instrumentation and control systems and human–machine interface technologies (ii) Risk monitoring methods for large and complex plants (iii) Condition monitors for plant components (iv) Virtual and augmented reality for nuclear power plants and (v) Software reliability verification and validation for nuclear power plants. The target readers of this book are Ph.D. students, researchers and engineers in the field of nuclear power engineering.