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Introduction To Combinatorial Testing
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Book Synopsis Introduction to Combinatorial Testing by : D. Richard Kuhn
Download or read book Introduction to Combinatorial Testing written by D. Richard Kuhn and published by CRC Press. This book was released on 2016-04-19 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Combinatorial Group Testing and Its Applications by : Dingzhu Du
Download or read book Combinatorial Group Testing and Its Applications written by Dingzhu Du and published by World Scientific. This book was released on 2000 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Analytic Methods in Systems and Software Testing by : Ron S. Kenett
Download or read book Analytic Methods in Systems and Software Testing written by Ron S. Kenett and published by John Wiley & Sons. This book was released on 2018-09-04 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive treatment of systems and software testing using state of the art methods and tools This book provides valuable insights into state of the art software testing methods and explains, with examples, the statistical and analytic methods used in this field. Numerous examples are used to provide understanding in applying these methods to real-world problems. Leading authorities in applied statistics, computer science, and software engineering present state-of-the-art methods addressing challenges faced by practitioners and researchers involved in system and software testing. Methods include: machine learning, Bayesian methods, graphical models, experimental design, generalized regression, and reliability modeling. Analytic Methods in Systems and Software Testing presents its comprehensive collection of methods in four parts: Part I: Testing Concepts and Methods; Part II: Statistical Models; Part III: Testing Infrastructures; and Part IV: Testing Applications. It seeks to maintain a focus on analytic methods, while at the same time offering a contextual landscape of modern engineering, in order to introduce related statistical and probabilistic models used in this domain. This makes the book an incredibly useful tool, offering interesting insights on challenges in the field for researchers and practitioners alike. Compiles cutting-edge methods and examples of analytical approaches to systems and software testing from leading authorities in applied statistics, computer science, and software engineering Combines methods and examples focused on the analytic aspects of systems and software testing Covers logistic regression, machine learning, Bayesian methods, graphical models, experimental design, generalized regression, and reliability models Written by leading researchers and practitioners in the field, from diverse backgrounds including research, business, government, and consulting Stimulates research at the theoretical and practical level Analytic Methods in Systems and Software Testing is an excellent advanced reference directed toward industrial and academic readers whose work in systems and software development approaches or surpasses existing frontiers of testing and validation procedures. It will also be valuable to post-graduate students in computer science and mathematics.
Book Synopsis Automatic Generation of Combinatorial Test Data by : Jian Zhang
Download or read book Automatic Generation of Combinatorial Test Data written by Jian Zhang and published by Springer. This book was released on 2014-09-15 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Introduction to Property Testing by : Oded Goldreich
Download or read book Introduction to Property Testing written by Oded Goldreich and published by Cambridge University Press. This book was released on 2017-11-23 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: An extensive and authoritative introduction to property testing, the study of super-fast algorithms for the structural analysis of large quantities of data in order to determine global properties. This book can be used both as a reference book and a textbook, and includes numerous exercises.
Book Synopsis Combinatorial Testing in Cloud Computing by : Wei-Tek Tsai
Download or read book Combinatorial Testing in Cloud Computing written by Wei-Tek Tsai and published by Springer. This book was released on 2017-10-24 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author :Martin Charles Golumbic Publisher :Springer Science & Business Media ISBN 13 :0387250360 Total Pages :296 pages Book Rating :4.3/5 (872 download)
Book Synopsis Graph Theory, Combinatorics and Algorithms by : Martin Charles Golumbic
Download or read book Graph Theory, Combinatorics and Algorithms written by Martin Charles Golumbic and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Graph Theory, Combinatorics and Algorithms: Interdisciplinary Applications focuses on discrete mathematics and combinatorial algorithms interacting with real world problems in computer science, operations research, applied mathematics and engineering. The book contains eleven chapters written by experts in their respective fields, and covers a wide spectrum of high-interest problems across these discipline domains. Among the contributing authors are Richard Karp of UC Berkeley and Robert Tarjan of Princeton; both are at the pinnacle of research scholarship in Graph Theory and Combinatorics. The chapters from the contributing authors focus on "real world" applications, all of which will be of considerable interest across the areas of Operations Research, Computer Science, Applied Mathematics, and Engineering. These problems include Internet congestion control, high-speed communication networks, multi-object auctions, resource allocation, software testing, data structures, etc. In sum, this is a book focused on major, contemporary problems, written by the top research scholars in the field, using cutting-edge mathematical and computational techniques.
Book Synopsis Design and Implementation of Combinatorial Testing based Test Suites for Operating Systems used for Internet of Things by : Abhinandan H. Patil
Download or read book Design and Implementation of Combinatorial Testing based Test Suites for Operating Systems used for Internet of Things written by Abhinandan H. Patil and published by Lulu.com. This book was released on 2019-07-28 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Introduction to Software Testing by : Paul Ammann
Download or read book Introduction to Software Testing written by Paul Ammann and published by . This book was released on 2008-01-28 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extensively class-tested, this textbook takes an innovative approach to software testing: it defines testing as the process of applying a few well-defined, general-purpose test criteria to a structure or model of the software. It incorporates the latest innovations in testing, including techniques to test modern types of software such as OO, web applications, and embedded software. The book contains numerous examples throughout. An instructor's solution manual, PowerPoint slides, sample syllabi, additional examples and updates, testing tools for students, and example software programs in Java are available on an extensive website.
Book Synopsis A Friendly Introduction to Software Testing by : Bill Laboon
Download or read book A Friendly Introduction to Software Testing written by Bill Laboon and published by Createspace Independent Publishing Platform. This book was released on 2016-02-01 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author :Elmer Jackson Publisher :Createspace Independent Publishing Platform ISBN 13 :9781979699204 Total Pages :316 pages Book Rating :4.6/5 (992 download)
Book Synopsis Combinatorial Testing in Cloud Computing by : Elmer Jackson
Download or read book Combinatorial Testing in Cloud Computing written by Elmer Jackson and published by Createspace Independent Publishing Platform. This book was released on 2017-10-20 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Testing Software and Systems by : Franz Wotawa
Download or read book Testing Software and Systems written by Franz Wotawa and published by Springer. This book was released on 2016-10-10 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 278th IFIP WG 6.1 International Conference on Testing Software and Systems, ICTSS 2016, held in Graz, Austria, in October 2016. The 12 revised full papers and 6 short papers presented were carefully reviewed and selected from 41 submissions. The papers are organized in topical sections on testing methodologies, heuristics and non-determinism in testing, practical applications, and short contributions.
Download or read book Advances in Computers written by and published by Academic Press. This book was released on 2015-08-18 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Computers carries on a tradition of excellence, presenting detailed coverage of innovations in computer hardware, software, theory, design, and applications. The book provides contributors with a medium in which they can explore their subjects in greater depth and breadth than journal articles typically allow. The articles included in this book will become standard references, with lasting value in this rapidly expanding field. Presents detailed coverage of recent innovations in computer hardware, software, theory, design, and applications Includes in-depth surveys and tutorials on new computer technology pertaining to computing: combinatorial testing, constraint-based testing, and black-box testing Written by well-known authors and researchers in the field Includes extensive bibliographies with most chapters Presents volumes devoted to single themes or subfields of computer science
Book Synopsis Testing Software and Systems by : Valentina Casola
Download or read book Testing Software and Systems written by Valentina Casola and published by Springer Nature. This book was released on 2020-12-02 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 32nd IFIP WG 6.1 International Conference on Testing Software and Systems, ICTSS 2020, which was supposed to be held in Naples, Italy, in December 2020, but was held virtually due to the COVID-19 pandemic. The 17 regular papers and 4 short papers presented were carefully reviewed and selected from 43 submissions. ICTSS is a series of international conferences addressing the conceptual, theoretic, and practical problems of testing software systems, including communication protocols, services, distributed platforms, middleware, embedded and cyber-physical systems, and security infrastructures. The papers are organized in the topical sections named: model-based testing; security testing; testing methods and applications; testing methods and automation; and short contributions.
Book Synopsis Combinatorial Auctions by : Peter C. Cramton
Download or read book Combinatorial Auctions written by Peter C. Cramton and published by MIT Press (MA). This book was released on 2006 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: A synthesis of theoretical and practical research on combinatorial auctions from the perspectives of economics, operations research, and computer science.
Book Synopsis Information Systems Security and Privacy by : Paolo Mori
Download or read book Information Systems Security and Privacy written by Paolo Mori and published by Springer Nature. This book was released on 2020-06-27 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised selected papers of the 5th International Conference on Information Systems Security and Privacy, ICISSP 2019, held in Prague, Czech Republic, in February 2019. The 19 full papers presented were carefully reviewed and selected from a total of 100 submissions. The papers presented in this volume address various topical research, including new approaches for attack modelling andprevention, incident management and response, and user authentication andaccess control, as well as business and human-oriented aspects such as data pro-tection and privacy, and security awareness.
Book Synopsis Foundations of Software Testing by : Aditya Mathur
Download or read book Foundations of Software Testing written by Aditya Mathur and published by Addison-Wesley Professional. This book was released on 2008 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
