Protocol Buffers Handbook

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Protocol Buffers Handbook

Author : Clément Jean
Publisher : Packt Publishing Ltd
ISBN 13 : 1805127217
Total Pages : 226 pages
Book Rating : 4.8/5 (51 download)

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Book Synopsis Protocol Buffers Handbook by : Clément Jean

Download or read book Protocol Buffers Handbook written by Clément Jean and published by Packt Publishing Ltd. This book was released on 2024-04-30 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delve into Google Protobuf with the help of practical examples and exercises for streamlined communication and seamless integration with gRPC Key Features Encode and decode complex data structures, enhancing data interchange efficiency across systems Understand Protobuf by mastering the syntax, schema evolution, customizations, and more Integrate Protobuf into your preferred language ecosystem, ensuring interoperability and effective collaboration Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionExplore how Protocol Buffers (Protobuf) serialize structured data and provides a language-neutral, platform-neutral, and extensible solution. With this guide to mastering Protobuf, you'll build your skills to effectively serialize, transmit, and manage data across diverse platforms and languages. This book will help you enter the world of Protocol Buffers by unraveling the intricate nuances of Protobuf syntax and showing you how to define complex data structures. As you progress, you’ll learn schema evolution, ensuring seamless compatibility as your projects evolve. The book also covers advanced topics such as custom options and plugins, allowing you to tailor validation processes to your specific requirements. You’ll understand how to automate project builds using cutting-edge tools such as Buf and Bazel, streamlining your development workflow. With hands-on projects in Go and Python programming, you’ll learn how to practically apply Protobuf concepts. Later chapters will show you how to integrate data interchange capabilities across different programming languages, enabling efficient collaboration and system interoperability. By the end of this book, you’ll have a solid understanding of Protobuf internals, enabling you to discern when and how to use and redefine your approach to data serialization.What you will learn Focus on efficient data interchange with advanced serialization techniques Master Protocol Buffers syntax and schema evolution Perform custom validation via Protoc plugins for precise data integrity Integrate languages seamlessly for versatile system development Automate project building with Buf and Bazel Get to grips with Go and Python integration for real-world Protobuf applications Streamline collaboration through system interoperability with Protobuf Who this book is for This book is for software developers, from novices to experienced programmers, who are interested in harnessing the power of Protocol Buffers. It's particularly valuable for those seeking efficient data serialization solutions for APIs, microservices, and data-intensive applications. The content covered in this book accommodates diverse programming backgrounds, offering essential knowledge to both beginners and seasoned developers.

The Protein Protocols Handbook

Author : John M. Walker
Publisher : Springer Science & Business Media
ISBN 13 : 0896039404
Total Pages : 1446 pages
Book Rating : 4.8/5 (96 download)

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Book Synopsis The Protein Protocols Handbook by : John M. Walker

Download or read book The Protein Protocols Handbook written by John M. Walker and published by Springer Science & Business Media. This book was released on 2002 with total page 1446 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors are commonly the techniques" originators, and each has demonstrated a hands-on mastery of the methods described, always fine-tuning them here for optimal productivity.

The Complete Handbook of Golang Microservices: Best Practices and Techniques

Author : Peter Jones
Publisher : Walzone Press
ISBN 13 :
Total Pages : 231 pages
Book Rating : 4./5 ( download)

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Book Synopsis The Complete Handbook of Golang Microservices: Best Practices and Techniques by : Peter Jones

Download or read book The Complete Handbook of Golang Microservices: Best Practices and Techniques written by Peter Jones and published by Walzone Press. This book was released on 2024-10-18 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immerse yourself in the world of Go microservices with "The Complete Handbook of Golang Microservices: Best Practices and Techniques," the essential resource for developers aspiring to master this modern software architecture. Whether you're new to Go or aiming to refine your skills, this book provides an exhaustive exploration of microservices from the ground up, specifically tailored to the Go programming language. Explore the core principles of microservices and the Go language, establishing a robust foundation before progressing to advanced topics like RESTful API development, gRPC communication, database integration, testing strategies, and containerization with Docker and Kubernetes. Each chapter is thoughtfully structured to build on previous concepts, ensuring a cohesive and comprehensive mastery of building, deploying, and managing scalable and efficient microservices. Authored by experts in Golang and microservices, this handbook is packed with real-world examples, best practices, and practical techniques. Whether your goal is to transition to a microservices architecture or enhance your existing Golang projects, this book offers the insights and tools necessary to navigate challenges and seize the opportunities of microservices. Unlock the full potential of Golang microservices and elevate your development skills with "The Complete Handbook of Golang Microservices: Best Practices and Techniques."

The Proteomics Protocols Handbook

Author : John M. Walker
Publisher : Springer Science & Business Media
ISBN 13 : 1592598900
Total Pages : 969 pages
Book Rating : 4.5/5 (925 download)

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Book Synopsis The Proteomics Protocols Handbook by : John M. Walker

Download or read book The Proteomics Protocols Handbook written by John M. Walker and published by Springer Science & Business Media. This book was released on 2007-10-09 with total page 969 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hands-on researchers describe in step-by-step detail 73 proven laboratory methods and bioinformatics tools essential for analysis of the proteome. These cutting-edge techniques address such important tasks as sample preparation, 2D-PAGE, gel staining, mass spectrometry, and post-translational modification. There are also readily reproducible methods for protein expression profiling, identifying protein-protein interactions, and protein chip technology, as well as a range of newly developed methodologies for determining the structure and function of a protein. The bioinformatics tools include those for analyzing 2D-GEL patterns, protein modeling, and protein identification. All laboratory-based protocols follow the successful Methods in Molecular BiologyTM series format, each offering step-by-step laboratory instructions, an introduction outlining the principle behind the technique, lists of the necessary equipment and reagents, and tips on troubleshooting and avoiding known pitfalls.

Handbook of Research on Big Data Storage and Visualization Techniques

Author : Segall, Richard S.
Publisher : IGI Global
ISBN 13 : 1522531432
Total Pages : 1078 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Big Data Storage and Visualization Techniques by : Segall, Richard S.

Download or read book Handbook of Research on Big Data Storage and Visualization Techniques written by Segall, Richard S. and published by IGI Global. This book was released on 2018-01-05 with total page 1078 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and analysts alike as traditional data processing applications struggle to adequately manage big data. The Handbook of Research on Big Data Storage and Visualization Techniques is a critical scholarly resource that explores big data analytics and technologies and their role in developing a broad understanding of issues pertaining to the use of big data in multidisciplinary fields. Featuring coverage on a broad range of topics, such as architecture patterns, programing systems, and computational energy, this publication is geared towards professionals, researchers, and students seeking current research and application topics on the subject.

Mobile Forensics - The File Format Handbook

Author : Christian Hummert
Publisher : Springer Nature
ISBN 13 : 3030984672
Total Pages : 276 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Mobile Forensics - The File Format Handbook by : Christian Hummert

Download or read book Mobile Forensics - The File Format Handbook written by Christian Hummert and published by Springer Nature. This book was released on 2022 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book summarizes knowledge about several file systems and file formats commonly used in mobile devices. In addition to the fundamental description of the formats, there are hints about the forensic value of possible artefacts, along with an outline of tools that can decode the relevant data. The book is organized into two distinct parts. First, Part I describes several different file systems that are commonly used in mobile devices: APFS is the file system that is used in all modern Apple devices including iPhones, iPads, and even Apple Computers, like the MacBook series. Ext4 is very common in Android devices and is the successor of the Ext2 and Ext3 file systems that were commonly used on Linux-based computers. The Flash-Friendly File System (F2FS) is a Linux system designed explicitly for NAND Flash memory, common in removable storage devices and mobile devices, which Samsung Electronics developed in 2012. The QNX6 file system is present in Smartphones delivered by Blackberry (e.g. devices that are using Blackberry 10) and modern vehicle infotainment systems that use QNX as their operating system. Second, Part II describes five different file formats that are commonly used on mobile devices: SQLite is nearly omnipresent in mobile devices with an overwhelming majority of all mobile applications storing their data in such databases. The second leading file format in the mobile world are Property Lists, which are predominantly found on Apple devices. Java Serialization is a popular technique for storing object states in the Java programming language. Mobile application (app) developers very often resort to this technique to make their application state persistent. The Realm database format has emerged over recent years as a possible successor to the now ageing SQLite format and has begun to appear as part of some modern applications on mobile devices. Protocol Buffers provide a format for taking compiled data and serializing it by turning it into bytes represented in decimal values, which is a technique commonly used in mobile devices. The aim of this book is to act as a knowledge base and reference guide for digital forensic practitioners who need knowledge about a specific file system or file format. It is also hoped to provide useful insight and knowledge for students or other aspiring professionals who want to work within the field of digital forensics. The book is written with the assumption that the reader will have some existing knowledge and understanding about computers, mobile devices, file systems and file formats.

Handbook on Blockchain

Author : Duc A. Tran
Publisher : Springer Nature
ISBN 13 : 3031075358
Total Pages : 707 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Handbook on Blockchain by : Duc A. Tran

Download or read book Handbook on Blockchain written by Duc A. Tran and published by Springer Nature. This book was released on 2022-11-04 with total page 707 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook aims to serve as a one-stop, reliable source of reference, with curations of survey and expository contributions on the state-of-the-art in Blockchain technology. It covers a comprehensive range of topics, providing the technical and non-technical reader with fundamentals, applications, and deep details on a variety of topics. The readership is expected to span broadly from technologically-minded business professionals and entrepreneurs, to students, instructors, novices and seasoned researchers, in computer science, engineering, software engineering, finance, and data science. Though Blockchain technology is relatively young, its evolution as a field and a practice is booming in growth and its importance to society had never been more important than it is today. Blockchain solutions enable a decentralization of a digital society where people can contribute, collaborate, and transact without having to second-guess the trust and transparency factors with many geographical, financial, and political barriers removed. It is the distributed ledger technology behind the success of Bitcoin, Ethereum, and many emerging applications. The resource is divided into 5 parts. Part 1 (Foundation) walks the reader through a comprehensive set of essential concepts, protocols, and algorithms that lay the foundation for Blockchain. Part 2 (Scalability) focuses on the most pressing challenges of today’s blockchain networks in how to keep pace with real-world expectations. Part 3 (Trust and Security) provides detailed coverage on the issues of trust, reputation, and security in Blockchain. Part 4 (Decentralized Finance) is devoted to a high-impact application of Blockchain to finance, the sector that has most benefitted from this technology. Part 5 (Application and Policy) includes several cases where Blockchain applies to the real world.

Android Hacker's Handbook

Author : Joshua J. Drake
Publisher : John Wiley & Sons
ISBN 13 : 1118922255
Total Pages : 583 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Android Hacker's Handbook by : Joshua J. Drake

Download or read book Android Hacker's Handbook written by Joshua J. Drake and published by John Wiley & Sons. This book was released on 2014-03-26 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive guide to discovering and preventing attacks on the Android OS As the Android operating system continues to increase its share of the smartphone market, smartphone hacking remains a growing threat. Written by experts who rank among the world's foremost Android security researchers, this book presents vulnerability discovery, analysis, and exploitation tools for the good guys. Following a detailed explanation of how the Android OS works and its overall security architecture, the authors examine how vulnerabilities can be discovered and exploits developed for various system components, preparing you to defend against them. If you are a mobile device administrator, security researcher, Android app developer, or consultant responsible for evaluating Android security, you will find this guide is essential to your toolbox. A crack team of leading Android security researchers explain Android security risks, security design and architecture, rooting, fuzz testing, and vulnerability analysis Covers Android application building blocks and security as well as debugging and auditing Android apps Prepares mobile device administrators, security researchers, Android app developers, and security consultants to defend Android systems against attack Android Hacker's Handbook is the first comprehensive resource for IT professionals charged with smartphone security.

Handbook of Medical Image Computing and Computer Assisted Intervention

Author : S. Kevin Zhou
Publisher : Academic Press
ISBN 13 : 0128165863
Total Pages : 1074 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Handbook of Medical Image Computing and Computer Assisted Intervention by : S. Kevin Zhou

Download or read book Handbook of Medical Image Computing and Computer Assisted Intervention written by S. Kevin Zhou and published by Academic Press. This book was released on 2019-10-18 with total page 1074 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Medical Image Computing and Computer Assisted Intervention presents important advanced methods and state-of-the art research in medical image computing and computer assisted intervention, providing a comprehensive reference on current technical approaches and solutions, while also offering proven algorithms for a variety of essential medical imaging applications. This book is written primarily for university researchers, graduate students and professional practitioners (assuming an elementary level of linear algebra, probability and statistics, and signal processing) working on medical image computing and computer assisted intervention. - Presents the key research challenges in medical image computing and computer-assisted intervention - Written by leading authorities of the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society - Contains state-of-the-art technical approaches to key challenges - Demonstrates proven algorithms for a whole range of essential medical imaging applications - Includes source codes for use in a plug-and-play manner - Embraces future directions in the fields of medical image computing and computer-assisted intervention

The Handbook of Banking Technology

Author : Tim Walker
Publisher : John Wiley & Sons
ISBN 13 : 1119328012
Total Pages : 403 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis The Handbook of Banking Technology by : Tim Walker

Download or read book The Handbook of Banking Technology written by Tim Walker and published by John Wiley & Sons. This book was released on 2021-05-24 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: Competitive advantage in banking comes from effective use of technology The Handbook of Banking Technology provides a blueprint for the future of banking, with deep insight into the technologies at the heart of the industry. The rapid evolution of IT brings continual change and demand for investment — yet keeping pace with these changes has become an essential part of doing business. This book describes how banks can harness the power of current and upcoming technology to add business value and gain a competitive advantage; you'll learn how banks are using technology to drive business today, and which emerging trends are likely to drive the evolution of banking over the next decade. Regulation is playing an ever increasing role in banking and the impact of regulatory change on technology and the management of it are discussed — while mandatory changes put pressure on many of our high street banking brands, their ability to adapt and utilise technology will have a fundamental impact on their success in the rapidly changing marketplace. Technology costs can amount to 15 per cent or more of operational costs and bank leaders need to be able to make informed decisions about technology investments in light of the potential benefits. This book explores the depth and breadth of banking technology to help decision makers stay up to date and drive better business. Assess your current technology against the new banking paradigms Procure the systems needed to protect the bottom line Implement newer technology more efficiently and effectively Ensure compliance and drive value with appropriate technology management Technological change is driven by mass adoption of new channels, innovation from new entrants, and by banks themselves as a means of increasing revenue and reducing costs. The Handbook of Banking Technology offers a comprehensive look at the role of technology in banking, and the impact it will have in the coming years.

Handbook of Research on Architectural Trends in Service-Driven Computing

Author : Ramanathan, Raja
Publisher : IGI Global
ISBN 13 : 1466661798
Total Pages : 879 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Architectural Trends in Service-Driven Computing by : Ramanathan, Raja

Download or read book Handbook of Research on Architectural Trends in Service-Driven Computing written by Ramanathan, Raja and published by IGI Global. This book was released on 2014-06-30 with total page 879 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research into the next generation of service architecture techniques has enabled the design, development, and implementation of dynamic, adaptive, and autonomic services to enable enterprises to efficiently align information technology with their agile business requirements and foster smart services and seamless enterprise integration. Handbook of Research on Architectural Trends in Service-Driven Computing explores, delineates, and discusses recent advances in architectural methodologies and development techniques in service-driven computing. This comprehensive publication is an inclusive reference source for organizations, researchers, students, enterprise and integration architects, practitioners, software developers, and software engineering professionals engaged in the research, development, and integration of the next generation of computing.

Software Architect’s Handbook

Author : Joseph Ingeno
Publisher : Packt Publishing Ltd
ISBN 13 : 1788627679
Total Pages : 584 pages
Book Rating : 4.7/5 (886 download)

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Book Synopsis Software Architect’s Handbook by : Joseph Ingeno

Download or read book Software Architect’s Handbook written by Joseph Ingeno and published by Packt Publishing Ltd. This book was released on 2018-08-30 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to exploring software architecture concepts and implementing best practices Key Features Enhance your skills to grow your career as a software architect Design efficient software architectures using patterns and best practices Learn how software architecture relates to an organization as well as software development methodology Book Description The Software Architect’s Handbook is a comprehensive guide to help developers, architects, and senior programmers advance their career in the software architecture domain. This book takes you through all the important concepts, right from design principles to different considerations at various stages of your career in software architecture. The book begins by covering the fundamentals, benefits, and purpose of software architecture. You will discover how software architecture relates to an organization, followed by identifying its significant quality attributes. Once you have covered the basics, you will explore design patterns, best practices, and paradigms for efficient software development. The book discusses which factors you need to consider for performance and security enhancements. You will learn to write documentation for your architectures and make appropriate decisions when considering DevOps. In addition to this, you will explore how to design legacy applications before understanding how to create software architectures that evolve as the market, business requirements, frameworks, tools, and best practices change over time. By the end of this book, you will not only have studied software architecture concepts but also built the soft skills necessary to grow in this field. What you will learn Design software architectures using patterns and best practices Explore the different considerations for designing software architecture Discover what it takes to continuously improve as a software architect Create loosely coupled systems that can support change Understand DevOps and how it affects software architecture Integrate, refactor, and re-architect legacy applications Who this book is for The Software Architect’s Handbook is for you if you are a software architect, chief technical officer (CTO), or senior developer looking to gain a firm grasp of software architecture.

Handbook of Financial Cryptography and Security

Author : Burton Rosenberg
Publisher : CRC Press
ISBN 13 : 1420059823
Total Pages : 612 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Handbook of Financial Cryptography and Security by : Burton Rosenberg

Download or read book Handbook of Financial Cryptography and Security written by Burton Rosenberg and published by CRC Press. This book was released on 2010-08-02 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Financial Cryptography and Security elucidates the theory and techniques of cryptography and illustrates how to establish and maintain security under the framework of financial cryptography. It applies various cryptographic techniques to auctions, electronic voting, micropayment systems, digital rights, financial portfolios, routing

Bad Data Handbook

Author : Q. Ethan McCallum
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449321887
Total Pages : 265 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis Bad Data Handbook by : Q. Ethan McCallum

Download or read book Bad Data Handbook written by Q. Ethan McCallum and published by "O'Reilly Media, Inc.". This book was released on 2012-11-14 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Mapping the world of data problems"--Cover.

Handbook of Re-Engineering Software Intensive Systems into Software Product Lines

Author : Roberto E. Lopez-Herrejon
Publisher : Springer Nature
ISBN 13 : 3031116860
Total Pages : 535 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Handbook of Re-Engineering Software Intensive Systems into Software Product Lines by : Roberto E. Lopez-Herrejon

Download or read book Handbook of Re-Engineering Software Intensive Systems into Software Product Lines written by Roberto E. Lopez-Herrejon and published by Springer Nature. This book was released on 2022-11-22 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook distils the wealth of expertise and knowledge from a large community of researchers and industrial practitioners in Software Product Lines (SPLs) gained through extensive and rigorous theoretical, empirical, and applied research. It is a timely compilation of well-established and cutting-edge approaches that can be leveraged by those facing the prevailing and daunting challenge of re-engineering their systems into SPLs. The selection of chapters provides readers with a wide and diverse perspective that reflects the complementary and varied expertise of the chapter authors. This perspective covers the re-engineering processes, from planning to execution. SPLs are families of systems that share common assets, allowing a disciplined software reuse. The adoption of SPL practices has shown to enable significant technical and economic benefits for the companies that employ them. However, successful SPLs rarely start from scratch, but instead, they usually start from a set of existing systems that must undergo well-defined re-engineering processes to unleash new levels of productivity and competitiveness. Practitioners will benefit from the lessons learned by the community, captured in the array of methodological and technological alternatives presented in the chapters of the handbook, and will gain the confidence for undertaking their own re-engineering challenges. Researchers and educators will find a valuable single-entry point to quickly become familiar with the state-of-the-art on the topic and the open research opportunities; including undergraduate, graduate students, and R&D engineers who want to have a comprehensive understanding of techniques in reverse engineering and re-engineering of variability-rich software systems.

Handbook of Signal Processing Systems

Author : Shuvra S. Bhattacharyya
Publisher : Springer
ISBN 13 : 331991734X
Total Pages : 1203 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Handbook of Signal Processing Systems by : Shuvra S. Bhattacharyya

Download or read book Handbook of Signal Processing Systems written by Shuvra S. Bhattacharyya and published by Springer. This book was released on 2018-10-13 with total page 1203 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this new edition of the Handbook of Signal Processing Systems, many of the chapters from the previous editions have been updated, and several new chapters have been added. The new contributions include chapters on signal processing methods for light field displays, throughput analysis of dataflow graphs, modeling for reconfigurable signal processing systems, fast Fourier transform architectures, deep neural networks, programmable architectures for histogram of oriented gradients processing, high dynamic range video coding, system-on-chip architectures for data analytics, analysis of finite word-length effects in fixed-point systems, and models of architecture. There are more than 700 tables and illustrations; in this edition over 300 are in color. This new edition of the handbook is organized in three parts. Part I motivates representative applications that drive and apply state-of-the art methods for design and implementation of signal processing systems; Part II discusses architectures for implementing these applications; and Part III focuses on compilers, as well as models of computation and their associated design tools and methodologies.

The SAGE Handbook of Research Methods in Political Science and International Relations

Author : Luigi Curini
Publisher : SAGE
ISBN 13 : 1526486393
Total Pages : 1941 pages
Book Rating : 4.5/5 (264 download)

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Book Synopsis The SAGE Handbook of Research Methods in Political Science and International Relations by : Luigi Curini

Download or read book The SAGE Handbook of Research Methods in Political Science and International Relations written by Luigi Curini and published by SAGE. This book was released on 2020-04-09 with total page 1941 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SAGE Handbook of Research Methods in Political Science and International Relations offers a comprehensive overview of research processes in social science — from the ideation and design of research projects, through the construction of theoretical arguments, to conceptualization, measurement, & data collection, and quantitative & qualitative empirical analysis — exposited through 65 major new contributions from leading international methodologists. Each chapter surveys, builds upon, and extends the modern state of the art in its area. Following through its six-part organization, undergraduate and graduate students, researchers and practicing academics will be guided through the design, methods, and analysis of issues in Political Science and International Relations: Part One: Formulating Good Research Questions & Designing Good Research Projects Part Two: Methods of Theoretical Argumentation Part Three: Conceptualization & Measurement Part Four: Large-Scale Data Collection & Representation Methods Part Five: Quantitative-Empirical Methods Part Six: Qualitative & "Mixed" Methods