On The Evolution Of Source Code And Software Defects

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On the Evolution of Source Code and Software Defects

Author : Marco D'ambros
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781460953563
Total Pages : 248 pages
Book Rating : 4.9/5 (535 download)

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Book Synopsis On the Evolution of Source Code and Software Defects by : Marco D'ambros

Download or read book On the Evolution of Source Code and Software Defects written by Marco D'ambros and published by Createspace Independent Publishing Platform. This book was released on 2012-01-04 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software systems are subject to continuous changes to adapt to new and changing requirements. This phenomenon, known as software evolution, leads in the long term to software aging: The size and the complexity of systems increase, while their quality decreases. In this context, it is no wonder that software maintenance claims the most part of a software system's cost. The analysis of software evolution helps practitioners deal with the negative effects of software aging. With the advent of the Internet and the consequent widespread adoption of distributed development tools, such as software configuration management and issue tracking systems, a vast amount of valuable information concerning software evolution has become available. In the last two decades, researchers have focused on mining and analyzing this data, residing in various software repositories, to understand software evolution and support maintenance activities. However, most approaches target a specific maintenance task, and consider only one of the several facets of software evolution. Such approaches, and the infrastructures that implement them, cannot be extended to address different maintenance problems. In this dissertation, we propose an integrated view of software evolution that combines different evolutionary aspects. Our thesis is that an integrated and flexible approach supports an extensible set of software maintenance activities. To this aim, we present a meta-model that integrates two aspects of software evolution: source code and software defects. We implemented our approach in a framework that, by retrieving information from source code and defect repositories, serves as a basis to create analysis techniques and tools. To show the flexibility of our approach, we extended our meta-model and framework with e-mail information extracted from development mailing lists. To validate our thesis, we devised and evaluated, on top of our approach, a number of novel analysis techniques that achieve two goals: 1) Inferring the causes of problems in a software system. We propose three retrospective analysis techniques, based on interactive visualizations, to analyze the evolution of source code, software defects, and their co-evolution. These techniques support various maintenance tasks, such as system restructuring, re-documentation, and identification of critical software components. 2) Predicting the future of a software system. We present four analysis techniques aimed at anticipating the locations of future defects, and investigating the impact of certain source code properties on the presence of defects. They support two maintenance tasks: defect prediction and software quality analysis. By creating our framework and the mentioned techniques on top of it, we provide evidence that an integrated view of software evolution, combining source code and software defects information, supports an extensible set of software maintenance tasks.

Software Evolution

Author : Tom Mens
Publisher : Springer Science & Business Media
ISBN 13 : 3540764402
Total Pages : 357 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Software Evolution by : Tom Mens

Download or read book Software Evolution written by Tom Mens and published by Springer Science & Business Media. This book was released on 2008-01-25 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on novel trends in software evolution research and its relations with other emerging disciplines. Mens and Demeyer, both authorities in the field of software evolution, do not restrict themselves to the evolution of source code but also address the evolution of other, equally important software artifacts. This book is the indispensable source for researchers and professionals looking for an introduction and comprehensive overview of the state-of-the-art.

Software Source Code

Author : Raghavendra Rao Althar
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110703394
Total Pages : 358 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Software Source Code by : Raghavendra Rao Althar

Download or read book Software Source Code written by Raghavendra Rao Althar and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-07-19 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will focus on utilizing statistical modelling of the software source code, in order to resolve issues associated with the software development processes. Writing and maintaining software source code is a costly business; software developers need to constantly rely on large existing code bases. Statistical modelling identifies the patterns in software artifacts and utilize them for predicting the possible issues.

Your Code as a Crime Scene

Author : Adam Tornhill
Publisher : Pragmatic Bookshelf
ISBN 13 : 1680505203
Total Pages : 289 pages
Book Rating : 4.6/5 (85 download)

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Book Synopsis Your Code as a Crime Scene by : Adam Tornhill

Download or read book Your Code as a Crime Scene written by Adam Tornhill and published by Pragmatic Bookshelf. This book was released on 2015-03-30 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Jack the Ripper and legacy codebases have more in common than you'd think. Inspired by forensic psychology methods, you'll learn strategies to predict the future of your codebase, assess refactoring direction, and understand how your team influences the design. With its unique blend of forensic psychology and code analysis, this book arms you with the strategies you need, no matter what programming language you use. Software is a living entity that's constantly changing. To understand software systems, we need to know where they came from and how they evolved. By mining commit data and analyzing the history of your code, you can start fixes ahead of time to eliminate broken designs, maintenance issues, and team productivity bottlenecks. In this book, you'll learn forensic psychology techniques to successfully maintain your software. You'll create a geographic profile from your commit data to find hotspots, and apply temporal coupling concepts to uncover hidden relationships between unrelated areas in your code. You'll also measure the effectiveness of your code improvements. You'll learn how to apply these techniques on projects both large and small. For small projects, you'll get new insights into your design and how well the code fits your ideas. For large projects, you'll identify the good and the fragile parts. Large-scale development is also a social activity, and the team's dynamics influence code quality. That's why this book shows you how to uncover social biases when analyzing the evolution of your system. You'll use commit messages as eyewitness accounts to what is really happening in your code. Finally, you'll put it all together by tracking organizational problems in the code and finding out how to fix them. Come join the hunt for better code! What You Need: You need Java 6 and Python 2.7 to run the accompanying analysis tools. You also need Git to follow along with the examples.

Comprehending Software Bugs Leveraging Code Structures with Neural Language Models

Author : Parvez Mahbub
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (141 download)

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Book Synopsis Comprehending Software Bugs Leveraging Code Structures with Neural Language Models by : Parvez Mahbub

Download or read book Comprehending Software Bugs Leveraging Code Structures with Neural Language Models written by Parvez Mahbub and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software bugs claim ~50% of development time and cost the global economy billions of dollars every year. Unfortunately, despite the use of many software quality assurance (SQA) practices in software development (e.g., code review, continuous integration), defects may still exist in the official release of a software product. If software defects can be predicted at the line level, that can help the developers prioritize SQA efforts for the vulnerable areas of a codebase and thus achieve a high-quality software release. However, a defect prediction technique could be less helpful without any meaningful explanation of the defect. In this thesis, we propose and evaluate two novel techniques that support developers in identifying software defects at the line level and provide natural language explanations for those defects. In our first study, we propose - Bugsplorer - a novel deep-learning technique for line-level defect prediction. It leverages a hierarchical structure of transformer models to represent two types of code elements: code tokens and code lines. Our evaluation with five performance metrics shows that Bugsplorer can predict defective lines with 26-72% better accuracy than that of the state-of-the-art technique. It can also rank the first 20% defective lines within the top 1-3% vulnerable lines. In our second study, we propose Bugsplainer - a transformer-based generative model that generates natural language explanations for software bugs by leveraging structural information and buggy patterns from the source code. Our evaluation using three performance metrics shows that Bugsplainer can generate understandable and good explanations according to Google's standard and can outperform multiple baselines from the literature. We also conducted a developer study involving 20 participants where the explanations from Bugsplainer were found to be more accurate, more precise, more concise and more useful than the baselines. Given the empirical evidence, our techniques have the potential to significantly reduce the SQA costs.

The Science Of Software Debugging

Author : Matt Telles
Publisher : Dreamtech Press
ISBN 13 : 9788177225082
Total Pages : 508 pages
Book Rating : 4.2/5 (25 download)

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Book Synopsis The Science Of Software Debugging by : Matt Telles

Download or read book The Science Of Software Debugging written by Matt Telles and published by Dreamtech Press. This book was released on 2004-03-19 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book teaches How to Approach Software Debugging As a Reproducible Science. Noting in life is certain except death, taxes, and software bugs. Effective debugging involves for more than walking through code with a debugger. This book recognized this and teaches a mindset that allows you to reliably find and fix bugs. It sets out to make debugging less baffling, faster, and more effective by providing you with the knowledge and techniques needed to rapidly identify, track down, and repair bugs. It goes further by offering practical tips on minimizing bugs and making them easier to find when they do occur. Learn to use techniques that have been developed over decades by experienced professionals!Chapter 1: Introduction to DebuggingChapter 2: Case Studies of Famous (and Not So Famous) BugsChapter 3: What are Bugs?Chapter 4: Life Cycle of a BugChapter 5: A Bug TaxonomyChapter 6: Detective WorkChapter 7: Debugging Tools and When to Use ThemChapter 8: The General Process of DebuggingChapter 9: Debugging TechniquesChapter 10: Debugging Different Application TypesChapter 11: Post DebuggingChapter 12: PrebuggingChapter 13: TestingChapter 14: MaintenanceChapter 15: Debugging as a Profession

Research Anthology on Usage and Development of Open Source Software

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799891593
Total Pages : 904 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Usage and Development of Open Source Software by : Management Association, Information Resources

Download or read book Research Anthology on Usage and Development of Open Source Software written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-06-25 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: The quick growth of computer technology and development of software caused it to be in a constant state of change and advancement. This advancement in software development meant that there would be many types of software developed in order to excel in usability and efficiency. Among these different types of software was open source software, one that grants permission for users to use, study, change, and distribute it freely. Due to its availability, open source software has quickly become a valuable asset to the world of computer technology and across various disciplines including education, business, and library science. The Research Anthology on Usage and Development of Open Source Software presents comprehensive research on the design and development of open source software as well as the ways in which it is used. The text discusses in depth the way in which this computer software has been made into a collaborative effort for the advancement of software technology. Discussing topics such as ISO standards, big data, fault prediction, open collaboration, and software development, this anthology is essential for computer engineers, software developers, IT specialists and consultants, instructors, librarians, managers, executives, professionals, academicians, researchers, and students.

Elementary Information Security, Fourth Edition

Author : Peter H. Gregory
Publisher : Jones & Bartlett Learning
ISBN 13 : 1284282805
Total Pages : 819 pages
Book Rating : 4.2/5 (842 download)

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Book Synopsis Elementary Information Security, Fourth Edition by : Peter H. Gregory

Download or read book Elementary Information Security, Fourth Edition written by Peter H. Gregory and published by Jones & Bartlett Learning. This book was released on 2024-07-15 with total page 819 pages. Available in PDF, EPUB and Kindle. Book excerpt: Elementary Information Security is designed for an introductory course in cybersecurity, namely first or second year undergraduate students. This essential text enables students to gain direct experience by analyzing security problems and practicing simulated security activities. Emphasizing learning through experience, Elementary Information Security addresses technologies and cryptographic topics progressing from individual computers to more complex Internet-based systems. Designed to fulfill curriculum requirement published the U.S. government and the Association for Computing Machinery (ACM), Elementary Information Security also covers the core learning outcomes for information security education published in the ACM’s “IT 2008” curricular recommendations. Students who are interested in becoming a Certified Information Systems Security Professional (CISSP) may also use this text as a study aid for the examination.

Proceedings of the First International Symposium on Emerging Trends in Software Metrics 2009

Author : Michele Marchesi
Publisher : Lulu.com
ISBN 13 : 1446129845
Total Pages : 67 pages
Book Rating : 4.4/5 (461 download)

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Book Synopsis Proceedings of the First International Symposium on Emerging Trends in Software Metrics 2009 by : Michele Marchesi

Download or read book Proceedings of the First International Symposium on Emerging Trends in Software Metrics 2009 written by Michele Marchesi and published by Lulu.com. This book was released on 2010-06-23 with total page 67 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 1st International Symposium on Emerging Trends in Software Metrics, held within XP 2009 Conference (10th International Conference on Agile Processes and eXtreme Programming in Software Engineering (www.xp2009.org).

Information Systems, E-learning, and Knowledge Management Research

Author : Miltiadis D. Lytras
Publisher : Springer
ISBN 13 : 3642358799
Total Pages : 706 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Information Systems, E-learning, and Knowledge Management Research by : Miltiadis D. Lytras

Download or read book Information Systems, E-learning, and Knowledge Management Research written by Miltiadis D. Lytras and published by Springer. This book was released on 2013-01-06 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 4th World Summit on the Knowledge Society, WSKS 2011, held in Mykonos, Greece, in September 2011. The 90 revised full papers presented were carefully reviewed and selected from 198 submissions. The papers address issues such as information technology, e-learning, e-business, cultural heritage, e-government.

Advances in Software Engineering

Author : Hakan Erdogmus
Publisher : Springer Science & Business Media
ISBN 13 : 0387215999
Total Pages : 481 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Advances in Software Engineering by : Hakan Erdogmus

Download or read book Advances in Software Engineering written by Hakan Erdogmus and published by Springer Science & Business Media. This book was released on 2013-03-20 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains both relevant real-world research, as well as reviews of different areas of interest in the software engineering literature, such as clone identification. The contents of the various sections will provide a better understanding of known problems and detailed treatment of advanced topics. Consequently, the book consolidates the work and findings from leading researchers in the software research community in key areas such as maintainability, architectural recovery, code analysis, software migration, and tool support.

Intelligent Computing

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3030801268
Total Pages : 1269 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Intelligent Computing by : Kohei Arai

Download or read book Intelligent Computing written by Kohei Arai and published by Springer Nature. This book was released on with total page 1269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive collection of chapters focusing on the core areas of computing and their further applications in the real world. Each chapter is a paper presented at the Computing Conference 2021 held on 15-16 July 2021. Computing 2021 attracted a total of 638 submissions which underwent a double-blind peer review process. Of those 638 submissions, 235 submissions have been selected to be included in this book. The goal of this conference is to give a platform to researchers with fundamental contributions and to be a premier venue for academic and industry practitioners to share new ideas and development experiences. We hope that readers find this volume interesting and valuable as it provides the state-of-the-art intelligent methods and techniques for solving real-world problems. We also expect that the conference and its publications is a trigger for further related research and technology improvements in this important subject. .

Defect Prediction in Software Development & Maintainence

Author : Rudra Kumar
Publisher : Partridge Publishing
ISBN 13 : 1543702414
Total Pages : 57 pages
Book Rating : 4.5/5 (437 download)

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Book Synopsis Defect Prediction in Software Development & Maintainence by : Rudra Kumar

Download or read book Defect Prediction in Software Development & Maintainence written by Rudra Kumar and published by Partridge Publishing. This book was released on 2018-04-11 with total page 57 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of taxonomy and review of contemporary model in the field of software development and maintenance. This book is basically the result of our passion toward the research of application of software engineering concepts. This work is derived from the need for accurate fault estimation in goals of quality programming and minimal maintenance overheads. State of art technologies have been discussed with respective experimental investigations and analysis. This work started out as a survey and then evolved according to our interest and proclivity into a work that emphasizes the aspects of software development. This book is intended to explain how the defect predictions are used to improve the quality of software development for easy analysis in a very simple way. It contains research that is useful to research scholars, engineers, and computing researchers.

Evaluation of Novel Approaches to Software Engineering

Author : Raian Ali
Publisher : Springer Nature
ISBN 13 : 3030700062
Total Pages : 503 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Evaluation of Novel Approaches to Software Engineering by : Raian Ali

Download or read book Evaluation of Novel Approaches to Software Engineering written by Raian Ali and published by Springer Nature. This book was released on 2021-02-26 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes selected, revised and extended papers of the 15th International Conference on Evaluation of Novel Approaches to Software Engineering, ENASE 2020, held in virtual format, in May 2020. The 19 revised full papers presented were carefully reviewed and selected from 96 submissions. The papers included in this book contribute to the understanding of relevant trends of current research on novel approaches to software engineering for the development and maintenance of systems and applications, specically with relation to: model-driven software engineering, requirements engineering, empirical software engineering, service-oriented software engineering, business process management and engineering, knowledge management and engineering, reverse software engineering, software process improvement, software change and configuration management, software metrics, software patterns and refactoring, application integration, software architecture, cloud computing, and formal methods.

Encyclopedia of Software Engineering Three-Volume Set (Print)

Author : Phillip A. Laplante
Publisher : CRC Press
ISBN 13 : 1351249258
Total Pages : 1872 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Encyclopedia of Software Engineering Three-Volume Set (Print) by : Phillip A. Laplante

Download or read book Encyclopedia of Software Engineering Three-Volume Set (Print) written by Phillip A. Laplante and published by CRC Press. This book was released on 2010-11-22 with total page 1872 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software engineering requires specialized knowledge of a broad spectrum of topics, including the construction of software and the platforms, applications, and environments in which the software operates as well as an understanding of the people who build and use the software. Offering an authoritative perspective, the two volumes of the Encyclopedia of Software Engineering cover the entire multidisciplinary scope of this important field. More than 200 expert contributors and reviewers from industry and academia across 21 countries provide easy-to-read entries that cover software requirements, design, construction, testing, maintenance, configuration management, quality control, and software engineering management tools and methods. Editor Phillip A. Laplante uses the most universally recognized definition of the areas of relevance to software engineering, the Software Engineering Body of Knowledge (SWEBOK®), as a template for organizing the material. Also available in an electronic format, this encyclopedia supplies software engineering students, IT professionals, researchers, managers, and scholars with unrivaled coverage of the topics that encompass this ever-changing field. Also Available Online This Taylor & Francis encyclopedia is also available through online subscription, offering a variety of extra benefits for researchers, students, and librarians, including: Citation tracking and alerts Active reference linking Saved searches and marked lists HTML and PDF format options Contact Taylor and Francis for more information or to inquire about subscription options and print/online combination packages. US: (Tel) 1.888.318.2367; (E-mail) [email protected] International: (Tel) +44 (0) 20 7017 6062; (E-mail) [email protected]

Research topics in software evolution and maintenance

Author :
Publisher :
ISBN 13 : 9587611624
Total Pages : 281 pages
Book Rating : 4.5/5 (876 download)

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Book Synopsis Research topics in software evolution and maintenance by :

Download or read book Research topics in software evolution and maintenance written by and published by . This book was released on with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Research on Emerging Advancements and Technologies in Software Engineering

Author : Ghani, Imran
Publisher : IGI Global
ISBN 13 : 1466660279
Total Pages : 718 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Emerging Advancements and Technologies in Software Engineering by : Ghani, Imran

Download or read book Handbook of Research on Emerging Advancements and Technologies in Software Engineering written by Ghani, Imran and published by IGI Global. This book was released on 2014-04-30 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced approaches to software engineering and design are capable of solving complex computational problems and achieving standards of performance that were unheard of only decades ago. Handbook of Research on Emerging Advancements and Technologies in Software Engineering presents a comprehensive investigation of the most recent discoveries in software engineering research and practice, with studies in software design, development, implementation, testing, analysis, and evolution. Software designers, architects, and technologists, as well as students and educators, will find this book to be a vital and in-depth examination of the latest notable developments within the software engineering community.