Handbook Of Software Fault Localization

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Handbook of Software Fault Localization

Author : W. Eric Wong
Publisher : John Wiley & Sons
ISBN 13 : 1119291828
Total Pages : 614 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Handbook of Software Fault Localization by : W. Eric Wong

Download or read book Handbook of Software Fault Localization written by W. Eric Wong and published by John Wiley & Sons. This book was released on 2023-04-21 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Software Fault Localization A comprehensive analysis of fault localization techniques and strategies In Handbook of Software Fault Localization: Foundations and Advances, distinguished computer scientists Prof. W. Eric Wong and Prof. T.H. Tse deliver a robust treatment of up-to-date techniques, tools, and essential issues in software fault localization. The authors offer collective discussions of fault localization strategies with an emphasis on the most important features of each approach. The book also explores critical aspects of software fault localization, like multiple bugs, successful and failed test cases, coincidental correctness, faults introduced by missing code, the combination of several fault localization techniques, ties within fault localization rankings, concurrency bugs, spreadsheet fault localization, and theoretical studies on fault localization. Readers will benefit from the authors’ straightforward discussions of how to apply cost-effective techniques to a variety of specific environments common in the real world. They will also enjoy the in-depth explorations of recent research directions on this topic. Handbook of Software Fault Localization also includes: A thorough introduction to the concepts of software testing and debugging, their importance, typical challenges, and the consequences of poor efforts Comprehensive explorations of traditional fault localization techniques, including program logging, assertions, and breakpoints Practical discussions of slicing-based, program spectrum-based, and statistics-based techniques In-depth examinations of machine learning-, data mining-, and model-based techniques for software fault localization Perfect for researchers, professors, and students studying and working in the field, Handbook of Software Fault Localization: Foundations and Advances is also an indispensable resource for software engineers, managers, and software project decision makers responsible for schedule and budget control.

Handbook of Software Fault Localization

Author : W. Eric Wong
Publisher : John Wiley & Sons
ISBN 13 : 1119291801
Total Pages : 614 pages
Book Rating : 4.1/5 (192 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Software Fault Localization by : W. Eric Wong

Download or read book Handbook of Software Fault Localization written by W. Eric Wong and published by John Wiley & Sons. This book was released on 2023-05-09 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Software Fault Localization A comprehensive analysis of fault localization techniques and strategies In Handbook of Software Fault Localization: Foundations and Advances, distinguished computer scientists Prof. W. Eric Wong and Prof. T.H. Tse deliver a robust treatment of up-to-date techniques, tools, and essential issues in software fault localization. The authors offer collective discussions of fault localization strategies with an emphasis on the most important features of each approach. The book also explores critical aspects of software fault localization, like multiple bugs, successful and failed test cases, coincidental correctness, faults introduced by missing code, the combination of several fault localization techniques, ties within fault localization rankings, concurrency bugs, spreadsheet fault localization, and theoretical studies on fault localization. Readers will benefit from the authors’ straightforward discussions of how to apply cost-effective techniques to a variety of specific environments common in the real world. They will also enjoy the in-depth explorations of recent research directions on this topic. Handbook of Software Fault Localization also includes: A thorough introduction to the concepts of software testing and debugging, their importance, typical challenges, and the consequences of poor efforts Comprehensive explorations of traditional fault localization techniques, including program logging, assertions, and breakpoints Practical discussions of slicing-based, program spectrum-based, and statistics-based techniques In-depth examinations of machine learning-, data mining-, and model-based techniques for software fault localization Perfect for researchers, professors, and students studying and working in the field, Handbook of Software Fault Localization: Foundations and Advances is also an indispensable resource for software engineers, managers, and software project decision makers responsible for schedule and budget control.

Essential Spectrum-based Fault Localization

Author : Xiaoyuan Xie
Publisher : Springer Nature
ISBN 13 : 9813361794
Total Pages : 178 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Essential Spectrum-based Fault Localization by : Xiaoyuan Xie

Download or read book Essential Spectrum-based Fault Localization written by Xiaoyuan Xie and published by Springer Nature. This book was released on 2021-02-04 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Program debugging has always been a difficult and time-consuming task in the context of software development, where spectrum-based fault localization (SBFL) is one of the most widely studied families of techniques. While it’s not particularly difficult to learn about the process and empirical performance of a particular SBFL technique from the available literature, researchers and practitioners aren’t always familiar with the underlying theories. This book provides the first comprehensive guide to fundamental theories in SBFL, while also addressing some emerging challenges in this area. The theoretical framework introduced here reveals the intrinsic relations between various risk evaluation formulas, making it possible to construct a formula performance hierarchy. Further extensions of the framework provide a sufficient and necessary condition for a general maximal formula, as well as performance comparisons for hybrid SBFL methods. With regard to emerging challenges in SBFL, the book mainly covers the frequently encountered oracle problem in SBFL and introduces a metamorphic slice-based solution. In addition, it discusses the challenge of multiple-fault localization and presents cutting-edge approaches to overcoming it. SBFL is a widely studied research area with a massive amount of publications. Thus, it is essential that the software engineering community, especially those involved in program debugging, software maintenance and software quality assurance (including both newcomers and researchers who want to gain deeper insights) understand the most fundamental theories – which could also be very helpful to ensuring the healthy development of the field.

A Novel Invariants-based Approach for Automated Software Fault Localization

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (932 download)

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Book Synopsis A Novel Invariants-based Approach for Automated Software Fault Localization by :

Download or read book A Novel Invariants-based Approach for Automated Software Fault Localization written by and published by . This book was released on 2012 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Approach to Software Fault Localization and Revalidation Based on Incremental Data Flow Analysis

Author : Abu-Bakr M. Taha
Publisher :
ISBN 13 :
Total Pages : 198 pages
Book Rating : 4.:/5 (252 download)

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Book Synopsis An Approach to Software Fault Localization and Revalidation Based on Incremental Data Flow Analysis by : Abu-Bakr M. Taha

Download or read book An Approach to Software Fault Localization and Revalidation Based on Incremental Data Flow Analysis written by Abu-Bakr M. Taha and published by . This book was released on 1991 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Lightweight Techniques for Automatic Software Fault Localization

Author : Rui Abreu
Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783844305289
Total Pages : 208 pages
Book Rating : 4.3/5 (52 download)

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Book Synopsis Lightweight Techniques for Automatic Software Fault Localization by : Rui Abreu

Download or read book Lightweight Techniques for Automatic Software Fault Localization written by Rui Abreu and published by LAP Lambert Academic Publishing. This book was released on 2011-03 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Current approaches to automatic software fault localization can be classified as either (1) statistics-based approaches, or (2) reasoning approaches. This distinction is based on the required amount of knowledge about the program s internal component structure and behavior. Statistics-based fault localization techniques such as Spectrum-based Fault Localization (SFL) use abstraction of program traces (also known as program spectra) to find a statistical relationship between source code locations and observed failures. Although SFL s modeling costs and computational complexity are minimal, its diagnostic accuracy is inherently limited since no reasoning is used. In contrast to SFL, model-based reasoning approaches use prior knowledge of the program, such as component interconnection and statement semantics, to build a model of the correct behavior of the system. On the one hand, model-based reasoning approaches deliver higher diagnostic accuracy, but on the other hand, they suffer from high computation complexity.

Spectrum-based Fault Localization in Embedded Software

Author : Rui Filipe Lima Maranhão de Abreu
Publisher :
ISBN 13 : 9789079982042
Total Pages : 200 pages
Book Rating : 4.9/5 (82 download)

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Book Synopsis Spectrum-based Fault Localization in Embedded Software by : Rui Filipe Lima Maranhão de Abreu

Download or read book Spectrum-based Fault Localization in Embedded Software written by Rui Filipe Lima Maranhão de Abreu and published by . This book was released on 2009 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Software Fault Detection and Correction: Modeling and Applications

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

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

Download or read book Software Fault Detection and Correction: Modeling and Applications written by Rui Peng and published by Springer. This book was released on 2018-11-01 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on software fault detection and correction processes, presenting 5 different paired models introduced over the last decade and discussing their applications, in particular to determining software release time. The first work incorporates the testing effort function and the fault introduction process into the paired fault detection and fault correction models. The second work incorporates fault dependency, while the third adopts a Markov approach for studying fault detection and correction processes. The fourth work considers the multi-release property of various software, and models fault detection and correction processes. The last work classifies faults into four types and models the fault-detection and correction processes. Enabling readers to familiarize themselves with how software reliability can be modeled when different factors need to be considered, and how the approaches can be used to analyze other systems, the book is important reference guide for researchers in the field of software reliability engineering and practitioners working on software projects. To gain the most from the book, readers should have a firm grasp of the fundamentals of the stochastic process.

Module Fault Localization in a Software Toolbus Based System

Author : Daniel Hernández
Publisher :
ISBN 13 :
Total Pages : 198 pages
Book Rating : 4.:/5 (238 download)

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Book Synopsis Module Fault Localization in a Software Toolbus Based System by : Daniel Hernández

Download or read book Module Fault Localization in a Software Toolbus Based System written by Daniel Hernández and published by . This book was released on 1988 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Module fault localization in a software toolbus based system

Author : Daniel Hernández
Publisher :
ISBN 13 :
Total Pages : 38 pages
Book Rating : 4.:/5 (752 download)

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Book Synopsis Module fault localization in a software toolbus based system by : Daniel Hernández

Download or read book Module fault localization in a software toolbus based system written by Daniel Hernández and published by . This book was released on 1988 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Intelligence Applications for Software Engineering Problems

Author : Parma Nand
Publisher : CRC Press
ISBN 13 : 100057587X
Total Pages : 325 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Computational Intelligence Applications for Software Engineering Problems by : Parma Nand

Download or read book Computational Intelligence Applications for Software Engineering Problems written by Parma Nand and published by CRC Press. This book was released on 2023-02-10 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new volume explores the computational intelligence techniques necessary to carry out different software engineering tasks. Software undergoes various stages before deployment, such as requirements elicitation, software designing, software project planning, software coding, and software testing and maintenance. Every stage is bundled with a number of tasks or activities to be performed. Due to the large and complex nature of software, these tasks can become costly and error prone. This volume aims to help meet these challenges by presenting new research and practical applications in intelligent techniques in the field of software engineering. Computational Intelligence Applications for Software Engineering Problems discusses techniques and presents case studies to solve engineering challenges using machine learning, deep learning, fuzzy-logic-based computation, statistical modeling, invasive weed meta-heuristic algorithms, artificial intelligence, the DevOps model, time series forecasting models, and more.

Fault Localization Using Failure-inducing Statement Patterns

Author : Rawad Imad Abou Assi
Publisher :
ISBN 13 :
Total Pages : 140 pages
Book Rating : 4.:/5 (787 download)

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Book Synopsis Fault Localization Using Failure-inducing Statement Patterns by : Rawad Imad Abou Assi

Download or read book Fault Localization Using Failure-inducing Statement Patterns written by Rawad Imad Abou Assi and published by . This book was released on 2009 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software products are increasingly employed in a wide range of areas where failu res may have serious consequences. Examples include medical applications, contro l systems, online banking systems, etc. As a result, tasks that aim at ensuring software reliability are extremely valuable. Among these, debugging is the proce ss of locating and correcting software errors. It is usually initiated when a pr ogram fails on one or more test cases. This process, and in particular fault loc alization, is considered to be one of the most difficult and time consuming thro ugh the development cycle. Consequently, automated fault localization techniques that reduce the search space for faulty code would significantly reduce develop ment costs. In this work we propose and investigate a new fault localization paradigm based on the notion of statement patterns. Provided with the execution traces of passi ng and failing runs, our technique searches for suspicious patterns using a gene tic algorithm and uses them to rank statements according to their likelihood of being faulty. We evaluated our approach using two benchmarks, the Siemens suite and NanoXML, and compared its accuracy with that of the Tarantula state-of-art t echnique. Our empirical results show that patterns better model the precondition s of failure than individual statements. Another major conclusion is that the ov erlap between the execution traces of the failing runs is likely to affect the p ercentage of suspicious patterns which might degrade the accuracy of the propose d technique in some cases.

Evaluating the Effectiveness of BEN in Localizing Different Types of Software Fault

Author : Jaganmohan Chandrasekaran
Publisher :
ISBN 13 :
Total Pages : 63 pages
Book Rating : 4.:/5 (936 download)

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Book Synopsis Evaluating the Effectiveness of BEN in Localizing Different Types of Software Fault by : Jaganmohan Chandrasekaran

Download or read book Evaluating the Effectiveness of BEN in Localizing Different Types of Software Fault written by Jaganmohan Chandrasekaran and published by . This book was released on 2015 with total page 63 pages. Available in PDF, EPUB and Kindle. Book excerpt: Debugging refers to the activity of locating software faults in a program and is considered to be one of the most challenging tasks during software development. Automated fault localization tools have been developed to reduce the amount of effort and time software developers have to spend on debugging. In this thesis, we evaluate the effectiveness of a fault localization tool called BEN in locating different types of software faults. Assuming that combinatorial testing has been performed on the subject program, BEN leverages the result obtained from combinatorial testing to perform fault localization. Our evaluation focuses on how the following three properties of software fault affect the effectiveness of BEN: (1) Accessibility: Accessibility refers to the degree of difficulty to reach (and execute) a fault during a program execution; (2) Input-value sensitivity: A fault is input-value sensitive if the execution of the fault triggers a failure only for some input values but not for other input values; and (3) Control-flow sensitivity: A fault is control-flow sensitive if the execution of the fault triggers a failure while inducing a change of control flow in the program execution. We conducted our experiments on seven programs from the Siemens suite and two real-life programs, grep and gzip, from the SIR repository. Our results indicate that BEN is very effective in locating faults of low accessibility. A unique aspect of BEN is that it generates a failed test called the core member and a small group of passed tests called the derived members. The spectrum of the core member is compared to that of each derived member. The way in which the core and derived members are generated allows faults of low accessibility to be effectively located by BEN. Our results also suggest that in most of the cases, BEN is effective in locating input value- and control flow-insensitive faults. However, no conclusion can be drawn from the experimental data about the individual impact of input value sensitivity and control flow sensitivity on BEN's effectiveness.

A Fault-based Model of Fault Localization Techniques

Author : Mark Allen Hays
Publisher :
ISBN 13 :
Total Pages : 98 pages
Book Rating : 4.:/5 (88 download)

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Book Synopsis A Fault-based Model of Fault Localization Techniques by : Mark Allen Hays

Download or read book A Fault-based Model of Fault Localization Techniques written by Mark Allen Hays and published by . This book was released on 2014 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fundamental Approaches to Software Engineering

Author : Michel Wermelinger
Publisher : Springer
ISBN 13 : 3540247211
Total Pages : 403 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Fundamental Approaches to Software Engineering by : Michel Wermelinger

Download or read book Fundamental Approaches to Software Engineering written by Michel Wermelinger and published by Springer. This book was released on 2004-03-01 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: ETAPS 2004 was the seventh instance of the European Joint Conferences on Theory and Practice of Software. ETAPS is an annual federated conference that was established in 1998 by combining a number of existing and new conferences. This year it comprised ?ve conferences (FOSSACS, FASE, ESOP, CC, TACAS), 23 satellite workshops, 1 tutorial, and 7 invited lectures (not including those that are speci?c to the satellite events). The events that comprise ETAPS address various aspects of the system - velopment process, including speci?cation, design, implementation, analysis and improvement. The languages, methodologies and tools that support these act- ities are all well within its scope. Di?erent blends of theory and practice are r- resented, with an inclination towards theory with a practical motivation on the one hand and soundly based practice on the other. Many of the issues involved in software design apply to systems in general, including hardware systems, and theemphasisonsoftwareisnotintendedtobeexclusive.

CRC Handbook of Local Area Network Software

Author : Paul J. Fortier
Publisher : CRC Press
ISBN 13 :
Total Pages : 274 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis CRC Handbook of Local Area Network Software by : Paul J. Fortier

Download or read book CRC Handbook of Local Area Network Software written by Paul J. Fortier and published by CRC Press. This book was released on 1991-01-03 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Local Area Networks (LANs) play a larger role in our lives today than ever before. For example, LANs provide us with the capability to realize automated banking services, with instant credit checking and numerous other diverse access and manipulation services. Users and developers of LAN products must understand the architecture of the hardware and software mechanisms to effectively design and use such systems. Most gains in LAN productivity will come from future software developments in systems management and applications. This book provides an introduction to the technology associated with Local Area Networks, emphasizing software aspects which have been secondary considerations to hardware in most existing texts. The book also provides a review of the technology needed to realize full service software products, such as computer-aided design and manufacturing systems, large publication systems, and integrated data service networks, and includes an exhaustive review of the products available today.

Improving Automated Fault Localization Using PageRank

Author : Mengshi Zhang
Publisher :
ISBN 13 :
Total Pages : 110 pages
Book Rating : 4.:/5 (993 download)

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Book Synopsis Improving Automated Fault Localization Using PageRank by : Mengshi Zhang

Download or read book Improving Automated Fault Localization Using PageRank written by Mengshi Zhang and published by . This book was released on 2017 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manual debugging is notoriously tedious and time consuming. Therefore, various automated fault localization techniques have been proposed to help with manual debugging. Among the existing fault localization techniques, spectrum-based fault localization (SBFL) is one of the most widely studied techniques due to being lightweight. A focus of existing SBFL techniques is to consider how to differentiate program source code entities (i.e., one dimension in program spectra); indeed, this focus is aligned with the ultimate goal of finding the faulty lines of code. Our key insight is to enhance existing SBFL techniques by additionally considering how to differentiate tests (i.e., the other dimension in program spectra), which, to the best of our knowledge, has not been studied in prior work. We present PRFL, a lightweight technique that boosts spectrum-based fault localization by differentiating tests using PageRank algorithm. Given the original program spectrum information, PRFL uses PageRank to recompute the spectrum information by considering the contributions of different tests. Then, traditional SBFL techniques can be applied on the recomputed spectrum information to achieve more effective fault localization. Although simple and lightweight, PRFL has been demonstrated to outperform state-of-the-art SBFL techniques significantly (e.g., ranking 42% more real faults within Top-1 compared with the most effective traditional SBFL technique) with low overhead (e.g., around 2 minute average extra overhead on real faults) on 332 real faults from 5 Defects4J projects and 30692 artificial (i.e., mutation) faults from 87 GitHub projects, demonstrating a promising future for considering the contributions of different tests during fault localization.