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Sharing Data And Models In Software Engineering

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Sharing Data and Models in Software Engineering

Sharing Data and Models in Software Engineering Book
Author : Tim Menzies,Ekrem Kocaguneli,Burak Turhan,Leandro Minku,Fayola Peters
Publisher : Morgan Kaufmann
Release : 2014-12-15
ISBN : 9780124172951
Language : En, Es, Fr & De

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Book Description :

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

Sharing Data and Models in Software Engineering

Sharing Data and Models in Software Engineering Book
Author : Tim Menzies,Ekrem Kocaguneli,Burak Turhan,Leandro Minku,Fayola Peters
Publisher : Morgan Kaufmann
Release : 2014-12-22
ISBN : 0124173071
Language : En, Es, Fr & De

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Book Description :

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 Book
Author : Tim Menzies,Laurie Williams,Thomas Zimmermann
Publisher : Morgan Kaufmann
Release : 2016-07-14
ISBN : 0128042613
Language : En, Es, Fr & De

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Book Description :

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

Collaborative Software Engineering

Collaborative Software Engineering Book
Author : Ivan Mistrík,John Grundy,André van der Hoek,Jim Whitehead
Publisher : Springer Science & Business Media
Release : 2010-03-10
ISBN : 9783642102943
Language : En, Es, Fr & De

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Book Description :

Collaboration among individuals – from users to developers – is central to modern software engineering. It takes many forms: joint activity to solve common problems, negotiation to resolve conflicts, creation of shared definitions, and both social and technical perspectives impacting all software development activity. The difficulties of collaboration are also well documented. The grand challenge is not only to ensure that developers in a team deliver effectively as individuals, but that the whole team delivers more than just the sum of its parts. The editors of this book have assembled an impressive selection of authors, who have contributed to an authoritative body of work tackling a wide range of issues in the field of collaborative software engineering. The resulting volume is divided into four parts, preceded by a general editorial chapter providing a more detailed review of the domain of collaborative software engineering. Part 1 is on "Characterizing Collaborative Software Engineering", Part 2 examines various "Tools and Techniques", Part 3 addresses organizational issues, and finally Part 4 contains four examples of "Emerging Issues in Collaborative Software Engineering". As a result, this book delivers a comprehensive state-of-the-art overview and empirical results for researchers in academia and industry in areas like software process management, empirical software engineering, and global software development. Practitioners working in this area will also appreciate the detailed descriptions and reports which can often be used as guidelines to improve their daily work.

Software Engineering in the Era of Cloud Computing

Software Engineering in the Era of Cloud Computing Book
Author : Muthu Ramachandran,Zaigham Mahmood
Publisher : Springer Nature
Release : 2020-01-01
ISBN : 3030336247
Language : En, Es, Fr & De

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Book Description :

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.

Models in Software Engineering

Models in Software Engineering Book
Author : Holger Giese
Publisher : Springer
Release : 2008-06-24
ISBN : 3540690735
Language : En, Es, Fr & De

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Book Description :

This book constitutes the thoroughly refereed post-workshop proceedings of 10 internationl workshops and 2 symposia held as satellite events of the 10th International Conference on Model Driven Engineering Languages and Systems, MoDELS 2007, in Nashville, TN, USA, in September/October 2007 (see LNCS 4735). The 29 revised full papers were carefully selected for inclusion in the book and are presented along with a doctoral and an educators' symposium section. The papers are organized in topical sections representing the various workshops: aspect-oriented modeling (AOM 2007), language engineering (ATEM2007), model driven development of advanced user interfaces (MDDAUI 2007), model size metrics (MSM 2007), model-based design of trustworthy health information systems (MOTHIS 2007), model-driven engineering, verification and validation (MoDeVVa 2007), modelling systems with OCL (Ocl4All 2007), [email protected], multi-paradigm modeling: concepts and tools (MPM 2007), quality in modeling, doctoral symposium, and educators' symposium.

Software Engineering Environments

Software Engineering Environments Book
Author : International Workshop on Environments
Publisher : Springer Science & Business Media
Release : 1990-11-28
ISBN : 9783540534525
Language : En, Es, Fr & De

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Book Description :

Report on the process session at chinon -- An introduction to the IPSE 2.5 project -- TRW's SEE sage -- MASP: A model for assisted software processes -- Goal oriented decomposition -- Its application for process modelling in the PIMS project -- A metaphor and a conceptual architecture for software development environments -- Configuration management with the NSE -- Experiments with rule based process modelling in an SDE -- Principles of a reference model for computer aided software engineering environments -- An overview of the inscape environment -- Tool integration in software engineering environments -- The PCTE contribution to Ada programming support environments (APSE) -- The Tooluse approach to integration -- An experimental Ada programming support environment in the HP CASEdge integration framework -- Experience and conclusions from the system engineering environment prototype PROSYT -- Issues in designing object management systems -- Experiencing the next generation computing environment -- Group paradigms in discretionary access controls for object management systems -- Typing in an object management system (OMS) -- Environment object management technology: Experiences, opportunities and risks -- Towards formal description and automatic generation of programming environments -- Use and extension of PCTE : The SPMMS information system -- User interface session -- CENTAUR: Towards a "software tool box" for programming environments -- List of participants.

Ontologies for Software Engineering and Software Technology

Ontologies for Software Engineering and Software Technology Book
Author : Coral Calero,Francisco Ruiz,Mario Piattini
Publisher : Springer Science & Business Media
Release : 2006-10-12
ISBN : 3540345183
Language : En, Es, Fr & De

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Book Description :

This book covers two applications of ontologies in software engineering and software technology: sharing knowledge of the problem domain and using a common terminology among all stakeholders; and filtering the knowledge when defining models and metamodels. By presenting the advanced use of ontologies in software research and software projects, this book is of benefit to software engineering researchers in both academia and industry.

Engineering Agile Big Data Systems

Engineering Agile Big Data Systems Book
Author : Feeney, Kevin,Davies, Jim,Hellmann, Sebastian
Publisher : River Publishers
Release : 2018-11-05
ISBN : 8770220166
Language : En, Es, Fr & De

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Book Description :

To be effective, data-intensive systems require extensive ongoing customisation to reflect changing user requirements, organisational policies, and the structure and interpretation of the data they hold. Manual customisation is expensive, time-consuming, and error-prone. In large complex systems, the value of the data can be such that exhaustive testing is necessary before any new feature can be added to the existing design. In most cases, the precise details of requirements, policies and data will change during the lifetime of the system, forcing a choice between expensive modification and continued operation with an inefficient design. Engineering Agile Big-Data Systems outlines an approach to dealing with these problems in software and data engineering, describing a methodology for aligning these processes throughout product lifecycles. It discusses tools which can be used to achieve these goals, and, in a number of case studies, shows how the tools and methodology have been used to improve a variety of academic and business systems.

Model Driven Engineering and Software Development

Model Driven Engineering and Software Development Book
Author : Luís Ferreira Pires,Slimane Hammoudi,Bran Selic
Publisher : Springer
Release : 2018-07-07
ISBN : 3319947648
Language : En, Es, Fr & De

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Book Description :

This book constitutes thoroughly revised and selected papers from the 5th International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2017, held in Porto, Portugal, in February 2017. The 20 thoroughly revised and extended papers presented in this volume were carefully reviewed and selected from 91 submissions. They contribute to the development of highly relevant research trends in model-driven engineering and software development such as methodologies for MDD development and exploitation, model-based testing, model simulation, domain-specific modeling, code generation from models, new MDD tools, multi-model management, model evolution, and industrial applications of model-based methods and technologies.

Leveraging Applications of Formal Methods Verification and Validation Industrial Practice

Leveraging Applications of Formal Methods  Verification and Validation  Industrial Practice Book
Author : Tiziana Margaria,Bernhard Steffen
Publisher : Springer
Release : 2018-10-29
ISBN : 3030034275
Language : En, Es, Fr & De

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Book Description :

The four-volume set LNCS 11244, 11245, 11246, and 11247 constitutes the refereed proceedings of the 8th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, ISoLA 2018, held in Limassol, Cyprus, in October/November 2018. The papers presented were carefully reviewed and selected for inclusion in the proceedings. Each volume focusses on an individual topic with topical section headings within the volume: Part I, Modeling: Towards a unified view of modeling and programming; X-by-construction, STRESS 2018. Part II, Verification: A broader view on verification: from static to runtime and back; evaluating tools for software verification; statistical model checking; RERS 2018; doctoral symposium. Part III, Distributed Systems: rigorous engineering of collective adaptive systems; verification and validation of distributed systems; and cyber-physical systems engineering. Part IV, Industrial Practice: runtime verification from the theory to the industry practice; formal methods in industrial practice - bridging the gap; reliable smart contracts: state-of-the-art, applications, challenges and future directions; and industrial day.

Geographical Information 97

Geographical Information  97 Book
Author : Stuart Hodgson,Massimo Rumor,JanJaap Harts
Publisher : IOS Press
Release : 1997
ISBN : 9789051993318
Language : En, Es, Fr & De

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Book Description :

Geographical Information is essential for the layout, planning and management of space, and involves taxation, cadastral data bases, environmental policy, water management, maintenance and protection of pipeline systems, terrain modelling and the making of maps. The third European conference brought together some 300 speakers and authors from academia, industry and government. The resulting monumental work is representative for the state-of-the-art of knowledge and information on Geographical Information.

Big Data and Knowledge Sharing in Virtual Organizations

Big Data and Knowledge Sharing in Virtual Organizations Book
Author : Gyamfi, Albert,Williams, Idongesit
Publisher : IGI Global
Release : 2019-01-25
ISBN : 1522575200
Language : En, Es, Fr & De

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Book Description :

Knowledge in its pure state is tacit in nature—difficult to formalize and communicate—but can be converted into codified form and shared through both social interactions and the use of IT-based applications and systems. Even though there seems to be considerable synergies between the resulting huge data and the convertible knowledge, there is still a debate on how the increasing amount of data captured by corporations could improve decision making and foster innovation through effective knowledge-sharing practices. Big Data and Knowledge Sharing in Virtual Organizations provides innovative insights into the influence of big data analytics and artificial intelligence and the tools, methods, and techniques for knowledge-sharing processes in virtual organizations. The content within this publication examines cloud computing, machine learning, and knowledge sharing. It is designed for government officials and organizations, policymakers, academicians, researchers, technology developers, and students.

Distributed Software Engineering

Distributed Software Engineering Book
Author : C. W. Loftus,R. J. Gautier
Publisher : Prentice Hall PTR
Release : 1995
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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.

Model Driven Domain Analysis and Software Development Architectures and Functions

Model Driven Domain Analysis and Software Development  Architectures and Functions Book
Author : Osis, Janis,Asnina, Erika
Publisher : IGI Global
Release : 2010-10-31
ISBN : 161692876X
Language : En, Es, Fr & De

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Book Description :

"This book displays how to effectively map and respond to the real-world challenges and purposes which software must solve, covering domains such as mechatronic, embedded and high risk systems, where failure could cost human lives"--Provided by publisher.

Contemporary Empirical Methods in Software Engineering

Contemporary Empirical Methods in Software Engineering Book
Author : Michael Felderer,Guilherme Horta Travassos
Publisher : Springer Nature
Release : 2020-08-27
ISBN : 3030324893
Language : En, Es, Fr & De

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Book Description :

This book presents contemporary empirical methods in software engineering related to the plurality of research methodologies, human factors, data collection and processing, aggregation and synthesis of evidence, and impact of software engineering research. The individual chapters discuss methods that impact the current evolution of empirical software engineering and form the backbone of future research. Following an introductory chapter that outlines the background of and developments in empirical software engineering over the last 50 years and provides an overview of the subsequent contributions, the remainder of the book is divided into four parts: Study Strategies (including e.g. guidelines for surveys or design science); Data Collection, Production, and Analysis (highlighting approaches from e.g. data science, biometric measurement, and simulation-based studies); Knowledge Acquisition and Aggregation (highlighting literature research, threats to validity, and evidence aggregation); and Knowledge Transfer (discussing open science and knowledge transfer with industry). Empirical methods like experimentation have become a powerful means of advancing the field of software engineering by providing scientific evidence on software development, operation, and maintenance, but also by supporting practitioners in their decision-making and learning processes. Thus the book is equally suitable for academics aiming to expand the field and for industrial researchers and practitioners looking for novel ways to check the validity of their assumptions and experiences. Chapter 17 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Second International Workshop on Software Engineering and Code Design in Parallel Meteorological and Oceanographic Applications

Second International Workshop on Software Engineering and Code Design in Parallel Meteorological and Oceanographic Applications Book
Author : Anonim
Publisher : Unknown
Release : 1998
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Second International Workshop on Software Engineering and Code Design in Parallel Meteorological and Oceanographic Applications book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Multicore Software Engineering Performance and Tools

Multicore Software Engineering  Performance  and Tools Book
Author : João M. Lourenço,Eitan Farchi
Publisher : Springer
Release : 2013-09-25
ISBN : 364239955X
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the International Conference on Multiscore Software Engineering, Performance, and Tools, MUSEPAT 2013, held in Saint Petersburg, Russia, in August 2013. The 9 revised papers were carefully reviewed and selected from 25 submissions. The accepted papers are organized into three main sessions and cover topics such as software engineering for multicore systems; specification, modeling and design; programing models, languages, compiler techniques and development tools; verification, testing, analysis, debugging and performance tuning, security testing; software maintenance and evolution; multicore software issues in scientific computing, embedded and mobile systems; energy-efficient computing as well as experience reports.

Agile Processes in Software Engineering and Extreme Programming

Agile Processes  in Software Engineering  and Extreme Programming Book
Author : Helen Sharp,Tracy Hall
Publisher : Springer
Release : 2016-05-14
ISBN : 3319335154
Language : En, Es, Fr & De

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Book Description :

This book contains the refereed proceedings of the 17th International Conference on Agile Software Development, XP 2016, held in Edinburgh, UK, in May 2016. While agile development has already become mainstream in industry, this field is still constantly evolving and continues to spur an enormous interest both in industry and academia. To this end, the XP conference attracts a large number of software practitioners and researchers, providing a rare opportunity for interaction between the two communities. The 14 full papers accepted for XP 2016 were selected from 42 submissions. Additionally, 11 experience reports (from 25 submissions) 5 empirical studies (out of 12 submitted) and 5 doctoral papers (from 6 papers submitted) were selected, and in each case the authors were shepherded by an experienced researcher. Generally, all of the submitted papers went through a rigorous peer-review process.