December 3, 2020

Download Ebook Free Sharing Data And Models In Software Engineering

Sharing Data and Models in Software Engineering

Sharing Data and Models in Software Engineering
Author : Tim Menzies,Ekrem Kocaguneli,Burak Turhan,Leandro Minku,Fayola Peters
Publisher : Morgan Kaufmann
Release Date : 2014-12-22
Category : Computers
Total pages :406
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Data Science for Software Engineering: Sharing Data and Models presents guidance and procedures for reusing data and models between projects to produce results that are useful and relevant. Starting with a background section of practical lessons and warnings for beginner data scientists for software engineering, this edited volume proceeds to identify critical questions of contemporary software engineering related to data and models. Learn how to adapt data from other organizations to local problems, mine privatized data, prune spurious information, simplify complex results, how to update models for new platforms, and more. Chapters share largely applicable experimental results discussed with the blend of practitioner focused domain expertise, with commentary that highlights the methods that are most useful, and applicable to the widest range of projects. Each chapter is written by a prominent expert and offers a state-of-the-art solution to an identified problem facing data scientists in software engineering. Throughout, the editors share best practices collected from their experience training software engineering students and practitioners to master data science, and highlight the methods that are most useful, and applicable to the widest range of projects. Shares the specific experience of leading researchers and techniques developed to handle data problems in the realm of software engineering Explains how to start a project of data science for software engineering as well as how to identify and avoid likely pitfalls Provides a wide range of useful qualitative and quantitative principles ranging from very simple to cutting edge research Addresses current challenges with software engineering data such as lack of local data, access issues due to data privacy, increasing data quality via cleaning of spurious chunks in data

Perspectives on Data Science for Software Engineering

Perspectives on Data Science for Software Engineering
Author : Tim Menzies,Laurie Williams,Thomas Zimmermann
Publisher : Morgan Kaufmann
Release Date : 2016-07-14
Category : Computers
Total pages :408
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Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the concept of how to transfer the knowledge of experts from seasoned software engineers and data scientists to newcomers in the field highlighted many discussions. While there are many books covering data mining and software engineering basics, they present only the fundamentals and lack the perspective that comes from real-world experience. This book offers unique insights into the wisdom of the community’s leaders gathered to share hard-won lessons from the trenches. Ideas are presented in digestible chapters designed to be applicable across many domains. Topics included cover data collection, data sharing, data mining, and how to utilize these techniques in successful software projects. Newcomers to software engineering data science will learn the tips and tricks of the trade, while more experienced data scientists will benefit from war stories that show what traps to avoid. Presents the wisdom of community experts, derived from a summit on software analytics Provides contributed chapters that share discrete ideas and technique from the trenches Covers top areas of concern, including mining security and social data, data visualization, and cloud-based data Presented in clear chapters designed to be applicable across many domains

Software Engineering in the Era of Cloud Computing

Software Engineering in the Era of Cloud Computing
Author : Muthu Ramachandran,Zaigham Mahmood
Publisher : Springer Nature
Release Date : 2020-01-01
Category : Computers
Total pages :354
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This book focuses on the development and implementation of cloud-based, complex software that allows parallelism, fast processing, and real-time connectivity. Software engineering (SE) is the design, development, testing, and implementation of software applications, and this discipline is as well developed as the practice is well established whereas the Cloud Software Engineering (CSE) is the design, development, testing, and continuous delivery of service-oriented software systems and applications (Software as a Service Paradigm). However, with the emergence of the highly attractive cloud computing (CC) paradigm, the tools and techniques for SE are changing. CC provides the latest software development environments and the necessary platforms relatively easily and inexpensively. It also allows the provision of software applications equally easily and on a pay-as-you-go basis. Business requirements for the use of software are also changing and there is a need for applications in big data analytics, parallel computing, AI, natural language processing, and biometrics, etc. These require huge amounts of computing power and sophisticated data management mechanisms, as well as device connectivity for Internet of Things (IoT) environments. In terms of hardware, software, communication, and storage, CC is highly attractive for developing complex software that is rapidly becoming essential for all sectors of life, including commerce, health, education, and transportation. The book fills a gap in the SE literature by providing scientific contributions from researchers and practitioners, focusing on frameworks, methodologies, applications, benefits and inherent challenges/barriers to engineering software using the CC paradigm.

Trends and Applications in Software Engineering

Trends and Applications in Software Engineering
Author : Jezreel Mejia,Mirna Muñoz,Álvaro Rocha,Yadira Quiñonez,Jose Calvo-Manzano
Publisher : Springer
Release Date : 2017-10-18
Category : Computers
Total pages :306
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This book includes a selection of papers from the 2017 International Conference on Software Process Improvement (CIMPS’17), presenting trends and applications in software engineering. Held from 18th to 20th October 2017 in Zacatecas, Mexico, the conference provided a global forum for researchers and practitioners to present and discuss the latest innovations, trends, results, experiences and concerns in various areas of software engineering, including but not limited to software processes, security in information and communication technology, and big data. The main topics covered are organizational models, standards and methodologies, software process improvement, knowledge management, software systems, applications and tools, information and communication technologies and processes in non-software domains (mining, automotive, aerospace, business, health care, manufacturing, etc.) with a demonstrated relationship to software engineering challenges.

Computational Models, Software Engineering, and Advanced Technologies in Air Transportation: Next Generation Applications

Computational Models, Software Engineering, and Advanced Technologies in Air Transportation: Next Generation Applications
Author : Weigang, Li,Barros, Alexandre de,Romani de Oliveira, Italo
Publisher : IGI Global
Release Date : 2009-10-31
Category : Computers
Total pages :392
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"This book disseminates knowledge on modern information technology applications in air transportation useful to professionals, researchers, and academicians"--Provided by publisher.

Distributed Software Engineering

Distributed Software Engineering
Author : C. W. Loftus,R. J. Gautier
Publisher : Prentice Hall PTR
Release Date : 1995
Category : Computers
Total pages :260
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This book provides practical suggestions, guidelines and rules for meeting the increasingly important requirement of developing software by the collaboration of independent organizations, partly independent organizations and teleworkers. A key theme is the controlled sharing of project information, which may be geographically distributed across diverse networks and computing environments. KEY TOPICS: Examines recent and future developments in collaborative engineering. Describes features required by data models to be used for software engineering environments and for the communication of information between environments. Discusses distributed object-oriented engineering and architectural issues.

Software Engineering Metrics and Models

Software Engineering Metrics and Models
Author : Samuel Daniel Conte,H. E. Dunsmore,V. Y. Shen
Publisher : Benjamin-Cummings Publishing Company
Release Date : 1986
Category : Computers
Total pages :396
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The role of metrics and models in software development; Software metrics; Measurement and analysis; Small scale experiments, micro-models of effort, and programming techniques; Macro-models of productivity; Macro-models for effort estimation; Defect models; The future of software engineering metrics and models; References; Appendices; Index.

Handbook of Software Engineering and Knowledge Engineering

Handbook of Software Engineering and Knowledge Engineering
Author : Shi Kuo Chang
Publisher : World Scientific
Release Date : 2001
Category : Computers
Total pages :925
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This is the first handbook to cover comprehensively both software engineering and knowledge engineering OCo two important fields that have become interwoven in recent years. Over 60 international experts have contributed to the book. Each chapter has been written in such a way that a practitioner of software engineering and knowledge engineering can easily understand and obtain useful information. Each chapter covers one topic and can be read independently of other chapters, providing both a general survey of the topic and an in-depth exposition of the state of the art. Practitioners will find this handbook useful when looking for solutions to practical problems. Researchers can use it for quick access to the background, current trends and most important references regarding a certain topic. The handbook consists of two volumes. Volume One covers the basic principles and applications of software engineering and knowledge engineering. Volume Two will cover the basic principles and applications of visual and multimedia software engineering, knowledge engineering, data mining for software knowledge, and emerging topics in software engineering and knowledge engineering. Sample Chapter(s). Chapter 1.1: Introduction (97k). Chapter 1.2: Theoretical Language Research (97k). Chapter 1.3: Experimental Science (96k). Chapter 1.4: Evolutionary Versus Revolutionary (108k). Chapter 1.5: Concurrency and Parallelisms (232k). Chapter 1.6: Summary (123k). Contents: Computer Language Advances (D E Cooke et al.); Software Maintenance (G Canfora & A Cimitile); Requirements Engineering (A T Berztiss); Software Engineering Standards: Review and Perspectives (Y-X Wang); A Large Scale Neural Network and Its Applications (D Graupe & H Kordylewski); Software Configuration Management in Software and Hypermedia Engineering: A Survey (L Bendix et al.); The Knowledge Modeling Paradigm in Knowledge Engineering (E Motta); Software Engineering and Knowledge Engineering Issues in Bioinformatics (J T L Wang et al.); Conceptual Modeling in Software Engineering and Knowledge Engineering: Concepts, Techniques and Trends (O Dieste et al.); Rationale Management in Software Engineering (A H Dutoit & B Paech); Exploring Ontologies (Y Kalfoglou), and other papers. Readership: Graduate students, researchers, programmers, managers and academics in software engineering and knowledge engineering."

Technology of Object-Oriented Languages, 1998. TOOLS 27. Proceedings

Technology of Object-Oriented Languages, 1998. TOOLS 27. Proceedings
Author : Jian Chen
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 1998
Category : Computers
Total pages :388
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This text on the technology of object-oriented languages and systems covers such topics as: software development models; language design and implementation; concurrent objects; object-oriented applications; distributed objects and agents; and software development tools and environments."

Computer-aided Software Engineering (CASE)

Computer-aided Software Engineering (CASE)
Author : Elliot J. Chikofsky
Publisher : IEEE Computer Society
Release Date : 1993
Category : Computers
Total pages :177
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Risk Management Processes for Software Engineering Models

Risk Management Processes for Software Engineering Models
Author : Marian Myerson
Publisher : Artech House Publishers
Release Date : 1996
Category : Computers
Total pages :226
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Companies that consistently produce high-quality software on schedule and within budget have an enormous advantage over their competitors. To achieve and maintain a high level of productivity, you need to know how to eliminate the factors that impede successful development -- a challenge this new reference addresses in depth.

Proceedings, Fifth International Workshop on Computer-Aided Software Engineering

Proceedings, Fifth International Workshop on Computer-Aided Software Engineering
Author : Gene Forte,Nazim H. Madhavji,Hausi A. Müller
Publisher : IEEE Computer Society
Release Date : 1992
Category : Computers
Total pages :326
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Proceedings of the Seventh Israeli Conference on Computer Systems and Software Engineering, June 12-13, 1996, Herzliya, Israel

Proceedings of the Seventh Israeli Conference on Computer Systems and Software Engineering, June 12-13, 1996, Herzliya, Israel
Author : Anonim
Publisher : IEEE
Release Date : 1996
Category : Computers
Total pages :151
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Contains papers from the June 1996 conference, concentrating on advanced methods and research on all aspects of analysis, design, development, and implementation of computer-based systems and their software. Offers material in areas such as the software process, architecture and parallelism, program

Proceedings of the Sixth International Workshop on Computer-Aided Software Engineering, CASE '93, Singapore, July 19-23

Proceedings of the Sixth International Workshop on Computer-Aided Software Engineering, CASE '93, Singapore, July 19-23
Author : Anonim
Publisher : Unknown
Release Date : 1993
Category : Computer-aided software engineering
Total pages :419
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Asia-Pacific Software Engineering Conference, 1995

Asia-Pacific Software Engineering Conference, 1995
Author : Anonim
Publisher : IEEE
Release Date : 1995
Category : Computers
Total pages :525
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Annotation The 55 papers cover testing, requirements modelling, concurrency, object-oriented development, software process, distributed systems, development environments, formal methods, quality assurance and reliability, reuse, specification, maintenance, information systems, and reasoning and verification. The keynote addresses discuss software systems engineering from domain analysis via requirements capture to software architectures; and communication, collaboration, and cooperation in software development. The third keynote is not included in the proceedings. No subject index. Annotation copyright by Book News, Inc., Portland, OR.