Introduction To Combinatorial Testing
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Introduction To Combinatorial Testing
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Author : D. Richard Kuhn
language : en
Publisher: CRC Press
Release Date : 2016-04-19
Introduction To Combinatorial Testing written by D. Richard Kuhn and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-19 with Computers categories.
Combinatorial testing of software analyzes interactions among variables using a very small number of tests. This advanced approach has demonstrated success in providing strong, low-cost testing in real-world situations. Introduction to Combinatorial Testing presents a complete self-contained tutorial on advanced combinatorial testing methods for real-world software. The book introduces key concepts and procedures of combinatorial testing, explains how to use software tools for generating combinatorial tests, and shows how this approach can be integrated with existing practice. Detailed explanations and examples clarify how and why to use various techniques. Sections on cost and practical considerations describe tradeoffs and limitations that may impact resources or funding. While the authors introduce some of the theory and mathematics of combinatorial methods, readers can use the methods without in-depth knowledge of the underlying mathematics. Accessible to undergraduate students and researchers in computer science and engineering, this book illustrates the practical application of combinatorial methods in software testing. Giving pointers to freely available tools and offering resources on a supplementary website, the book encourages readers to apply these methods in their own testing projects.
Combinatorial Testing In Cloud Computing
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Author : Elmer Jackson
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-10-20
Combinatorial Testing In Cloud Computing written by Elmer Jackson and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-20 with categories.
This book introduces readers to an advanced combinatorial testing approach and its application in the cloud environment. Based on test algebra and fault location analysis, the proposed combinatorial testing method can support experiments with 250 components (with 2 * (250) combinations), and can detect the fault location based on the testing results. This function can efficiently decrease the size of candidate testing sets and therefore increase testing efficiency. The proposed solution's effectiveness in the cloud environment is demonstrated using a range of experiments.
Combinatorial Group Testing And Its Applications
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Author : Dingzhu Du
language : en
Publisher: World Scientific
Release Date : 2000
Combinatorial Group Testing And Its Applications written by Dingzhu Du and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Mathematics categories.
Group testing has been used in medical, chemical and electrical testing, coding, drug screening, pollution control, multiaccess channel management, and recently in data verification, clone library screening and AIDS testing. The mathematical model can be either combinatorial or probabilistic. This book summarizes all important results under the combinatorial model, and demonstrates their applications in real problems. Some other search problems, including the famous counterfeit-coins problem, are also studied in depth. There are two reasons for publishing a second edition of this book. The first is the usual need to update the text (after six years) and correct errors. The second -- and more important -- reason is to accommodate the recent sudden growth of interest in applying the idea of group testing to clone library screening. This development is much more than just a new application, since the new application brings with it new objectives which require a new twist of theory. It also embraces the growing importance of two topics: nonadaptive algorithms and error tolerance. Two new chapters, one on clone library screening and the other on error tolerance, have been added. Also included is a new chapter on counterfeit coins, the most famous search problem historically, which recently drew on an unexpected connection to some deep mathematical theory to yield new results. Finally, the chapters have been recognized into parts to provide focuses and perspectives.
Foundations Of Software Testing
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Author : Aditya Mathur
language : en
Publisher: Addison-Wesley Professional
Release Date : 2008
Foundations Of Software Testing written by Aditya Mathur and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computer software categories.
Basic Approach Foundations of Software Testing is the premiere example-based text and reference for establishing sound engineering practices in test generation, selection, minimization and enhancement, for software projects ranging from the most simple to the highly complex, to those used by government agencies such as the FAA. Foundations of Software Testing also covers data-flow based adequacy and mutation-based adequacy, which are the most powerful of the available test adequacy criteria. It distills knowledge developed by hundreds of testing researchers and practitioners from all over the world and brings it to readers in an easy to understand form. Test generation, selection, priortization and assessment lie at the foundation of all technical activities that arise in a test process. Appropriate deployment of the elements of this strong foundation enables the testing of different types of software applications, including Object Oriented systems, Web services, graphical user interfaces, embedded systems, as well as properties relating to security, performance, and reliability. With over 200 examples and exercises of mathematical, step-by-step approaches, Foundations describes a wide variety of testing techniqes, including finite state models, combinatorial designs, and minimization for regression testing. Table of Contents Part I: PRELIMINARIES 1. Basics of Software Testing Part II: TEST GENERATION 2. Test Generation from Requirements 3. Test Generation from Finite-State Models 4. Test Generation from Combinatorial Designs 5. Test Selection, Minimization and Prioritization for Regression Testing Part III: TEST ADEQUACY ASSESSMENT AND ENHANCEMENT 6. Test-Adequacy: Assessment Using Control Flow and Data Flow 7. Test Adequacy Assessment Using Program Mutation About the Author Aditya P. Mathur is Professor and Head, Department of Computer Science, at Purdue University. He is one of the founders of the department of Computer Science at BITS, Pilani, India where he designed, developed, and taught the first course on microprocessors to undergraduate students from his seminal book Introduction to Microprocessors. Dr. Mathur has been a prolific researcher with over 100 published works in international journals and conferences. His key contributions include a multilingual computer, the saturation effect in software testing, a theory of software cybernetics, and novel techniques for the estimation of software reliability. Students, practitioners, and researchers will find this book an excellent source of simple to advanced techniques to use and improve their knowledge of and expertise in software testing. Praise for Foundations of Software Testing: "The book describes techniques in a lucid manner with great clarity with the help of numerous examples. Illustration of the techniques through appropriate examples makes the book very easy to study and assimilate the deep concepts and thus a unique book in the area of software testing.", Ashish Kundu, Graduate Student, Department of Computer Science, Purdue University. " As a teacher of software testing and validation, I had to search for books that can be used as references in my class and I found that "Foundations of Software Testing" is the best one for at least the following reasons: - It covers a wide range of concepts related to software testing. - It introduces the different concepts smoothly with examples illustrating them. This helps students a lot in understanding the ideas behind each concept introduced. - The exercises at the end of each chapter test if the students understood the concepts properly and as expected. - The references of the book and the discussion at the end of each chapter both give the reader an opportunity to learn more. The slides are well prepared and organized. This facilitates the task of the professor when lecturing.", Professor Abdeslam En-nouaary, Concordia University. "This book teaches software testing as a science and not as an art. It not only presents an engineering approach for handling different testing tasks but, also sets up the formal framework for the presented technique. Thus when compared to other books on testing it can be readily used as a resource by both practitioners and researchers which in my view is the real strength of this book. Initially I thought that there is still much that can be added to this book, but seeing the list of chapters that would be added in subsequent volumes I believe that for the complete set of volumes it would be very difficult to suggest drastic improvements.", Ammar Masood, Graduate student, Department of Electrical and Computer Engineering, Purdue University. "So far, I like your book. Plenty of definitions and terminology that is clearly presented." Christine Ayers, undergraduate student, UT Dallas.
Combinatorial Testing In Cloud Computing
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Author : Wei-Tek Tsai
language : en
Publisher: Springer
Release Date : 2017-11-03
Combinatorial Testing In Cloud Computing written by Wei-Tek Tsai and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-03 with Computers categories.
This book introduces readers to an advanced combinatorial testing approach and its application in the cloud environment. Based on test algebra and fault location analysis, the proposed combinatorial testing method can support experiments with 250 components (with 2 * (250) combinations), and can detect the fault location based on the testing results. This function can efficiently decrease the size of candidate testing sets and therefore increase testing efficiency. The proposed solution’s effectiveness in the cloud environment is demonstrated using a range of experiments.
Automatic Generation Of Combinatorial Test Data
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Author : Jian Zhang
language : en
Publisher: Springer
Release Date : 2014-09-15
Automatic Generation Of Combinatorial Test Data written by Jian Zhang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-15 with Computers categories.
This book reviews the state-of-the-art in combinatorial testing, with particular emphasis on the automatic generation of test data. It describes the most commonly used approaches in this area - including algebraic construction, greedy methods, evolutionary computation, constraint solving and optimization - and explains major algorithms with examples. In addition, the book lists a number of test generation tools, as well as benchmarks and applications. Addressing a multidisciplinary topic, it will be of particular interest to researchers and professionals in the areas of software testing, combinatorics, constraint solving and evolutionary computation.
A Friendly Introduction To Software Testing
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Author : Bill Laboon
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2016-02-01
A Friendly Introduction To Software Testing written by Bill Laboon and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-01 with categories.
As the title states, this is a friendly introduction to software testing. It covers the basics of testing theory and terminology, how to write test plans, and how defects are found and reported. It also goes over more advanced testing topics such as performance testing, security testing, combinatorial testing and others. Written by a software engineer with more than fifteen years of software development and quality assurance experience, this book provides an industry-focused introduction to the field of software testing.
Combinatorial Testing In Cloud Computing
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Author : Wei-Tek Tsai
language : en
Publisher: Springer
Release Date : 2017-10-24
Combinatorial Testing In Cloud Computing written by Wei-Tek Tsai and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-24 with Computers categories.
This book introduces readers to an advanced combinatorial testing approach and its application in the cloud environment. Based on test algebra and fault location analysis, the proposed combinatorial testing method can support experiments with 250 components (with 2 * (250) combinations), and can detect the fault location based on the testing results. This function can efficiently decrease the size of candidate testing sets and therefore increase testing efficiency. The proposed solution’s effectiveness in the cloud environment is demonstrated using a range of experiments.
Design And Implementation Of Combinatorial Testing Based Test Suites For Operating Systems Used For Internet Of Things
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Author : Abhinandan H. Patil
language : en
Publisher: Lulu.com
Release Date : 2019-07-28
Design And Implementation Of Combinatorial Testing Based Test Suites For Operating Systems Used For Internet Of Things written by Abhinandan H. Patil and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-28 with Computers categories.
This book is for Software Engineering enthusiasts. Regression testers, IoT OS testers and Combinatorial testers can get hint on how to apply Machine learning and Data Science to software testing which are left as an exercise and future work.
Combinatorial Group Testing And Its Applications
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Author : D-Z Du
language : en
Publisher: World Scientific
Release Date : 1993-11-30
Combinatorial Group Testing And Its Applications written by D-Z Du and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-11-30 with Mathematics categories.
Group testing was first proposed for blood tests, but soon found its way to many industrial applications. Combinatorial group testing studies the combinatorial aspect of the problem and is particularly related to many topics in combinatorics, computer science and operations research. Recently, the idea of combinatorial group testing has been applied to experimental designs, coding, multiaccess computer communication, clone library screening and other fields. This book is the first attempt to cover the theory and applications of combinatorial group testing in one place. Contents:IntroductionGeneral AlgorithmsAlgorithms for Special CasesNonadaptive Algorithms and Binary Superimposed CodesMultiaccess Channels and ExtensionsSome Other Group Testing ModelsCompetitive Group TestingUnreliable Tests, Optimal Search in One VariableUnbounded SearchGroup Testing on GraphsMembership ProblemsComplexity IssuesIndex Readership: Researchers in applied mathematics, operations research, computer science, genetics statistics and public health. keywords:Group Testing;Competitive Algorithm;Nonadaptive Algorithm;Superimposed Code;Multiaccess Channel;Membership Problem;Search on Graph;Unreliable Test;Complexity;Chip Game “The book under review for the first time collects all theory and applications about combinatorial group testing in one place. The presentation of the material is well organized, the material is illustrated by many examples. This book may not only serve as a source and reference book, but is also attractive to students since it treats interesting ‘real life’ problems.” Monatshefte Für Mathematik