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Brendan Burns - Designing Distributed Systems

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Brendan Burns Designing Distributed Systems
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Designing Distributed Systems: summary, description and annotation

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In the race to compete in todays fast-moving markets, large enterprises are busy adopting new technologies for creating new products, processes, and business models. But one obstacle on the road to digital transformation is placing too much emphasis on technology, and not enough on the types of processes technology enables. What if different lines of business could build their own services and applicationsand decision-making was distributed rather than centralized?

This report explores the concept of a digital business platform as a way of empowering individual business sectors to act on data in real time. Much innovation in a digital enterprise will increasingly happen at the edge, whether it involves business users (from marketers to data scientists) or IoT devices. To facilitate the process, your core IT team can provide these sectors with the digital tools they need to innovate quickly.

This report explores:

  • Key cultural and organizational changes...
  • Brendan Burns: author's other books


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    Designing Distributed Systems

    by Brendan Burns

    Copyright 2018 Brendan Burns. All rights reserved.

    Printed in the United States of America.

    Published by OReilly Media, Inc. , 1005 Gravenstein Highway North, Sebastopol, CA 95472.

    OReilly books may be purchased for educational, business, or sales promotional use. Online editions are also available for most titles (http://oreilly.com/safari). For more information, contact our corporate/institutional sales department: 800-998-9938 or corporate@oreilly.com .

    • Editor: Angela Rufino
    • Production Editor: Colleen Cole
    • Copyeditor: Gillian McGarvey
    • Proofreader: Christina Edwards
    • Indexer: WordCo Indexing Services, Inc.
    • Interior Designer: David Futato
    • Cover Designer: Randy Comer
    • Illustrator: Rebecca Demarest
    • February 2018: First Edition
    Revision History for the First Edition
    • 2018-02-20: First Release

    See http://oreilly.com/catalog/errata.csp?isbn=9781491983645 for release details.

    The OReilly logo is a registered trademark of OReilly Media, Inc. Designing Distributed Systems, the cover image, and related trade dress are trademarks of OReilly Media, Inc.

    While the publisher and the author have used good faith efforts to ensure that the information and instructions contained in this work are accurate, the publisher and the author disclaim all responsibility for errors or omissions, including without limitation responsibility for damages resulting from the use of or reliance on this work. Use of the information and instructions contained in this work is at your own risk. If any code samples or other technology this work contains or describes is subject to open source licenses or the intellectual property rights of others, it is your responsibility to ensure that your use thereof complies with such licenses and/or rights.

    978-1-491-98364-5

    [LSI]

    Preface
    Who Should Read This Book

    At this point, nearly every developer is a developer or consumer(or both) of distributed systems. Even relatively simple mobileapplications are backed with cloud APIs so that their data can bepresent on whatever device the customer happens to be using.Whether you are new to developing distributed systems or an expertwith scars on your hands to prove it, the patterns andcomponents described in this book can transform your developmentof distributed systems from art to science. Reusablecomponents and patterns for distributed systems will enable you to focuson the core details of your application. This book will help anydeveloper become better, faster, and more efficient at buildingdistributed systems.

    Why I Wrote This Book

    Throughout my career as a developer of a variety of software systems from web search to the cloud, I have built a largenumber of scalable, reliable distributed systems. Each of these systemswas, by and large, built from scratch. In general, this is true of alldistributed applications. Despite having many of the same conceptsand even at times nearly identical logic, the ability to apply patternsor reuse components is often very, very challenging. This forcedme to waste time reimplementing systems, and each system ended up lesspolished than it might have otherwise been.

    The recent introduction of containers and container orchestrators fundamentally changed the landscape ofdistributed system development. Suddenly we have an object and interfacefor expressing core distributed system patterns and building reusablecontainerized components. I wrote this book to bring together all ofthe practitioners of distributed systems, giving us a shared languageand common standard library so that we can all build better systems more quickly.

    The World of Distributed Systems Today

    Once upon a time, people wrote programs that ran on one machine andwere also accessed from that machine. The world has changed. Now, nearlyevery application is a distributed system running onmultiple machines and accessed by multiple users from all over theworld. Despite their prevalence, the design anddevelopment of these systems is often a black art practiced by aselect group of wizards. But as with everything in technology, theworld of distributed systems is advancing, regularizing, and abstracting.In this book I capture a collection of repeatable, generic patternsthat can make the development of reliable distributed systems moreapproachable and efficient. The adoption of patternsand reusable components frees developers from reimplementing the samesystems over and over again. This time is then freed to focus onbuilding the core application itself.

    Navigating This Book

    This book is organized into a 4 parts as follows:

    Introduces distributed systems and explains why patterns andreusable components can make such a difference in the rapid developmentof reliable distributed systems.

    Chapters discuss reusable patterns and components thatoccur on individual nodes within a distributed system. It covers theside-car, adapter, and ambassador single-node patterns.

    Chapters cover multi-node distributed patterns for long-running serving systems like web applications. Patterns for replicating, scaling, and master election are discussed.

    Chapters cover distributed system patterns forlarge-scale batch data processing covering work queues, event-basedprocessing, and coordinated workflows.

    If you are an experienced distributed systems engineer, you can likelyskip the first couple of chapters, though you may want to skim themto understand how we expect these patterns to be applied and why wethink the general notion of distributed system patterns is so important.

    Everyone will likely find utility in the single-node patterns as theyare the most generic and most reusable patterns in the book.

    Depending on your goals and the systems you are interested in developing,you can choose to focus on either large-scale big data patterns, orpatterns for long-running servers (or both). The two partsare largely independent from each other and can be read in any order.

    Likewise, if you have extensive distributed system experience, you mayfind that some of the early patterns chapters (e.g., onnaming, discovery, and load balancing) are redundant with what youalready know, so feel free to skim through to gain the high-level insightsbut dont forget to look at all of the pretty pictures!

    Conventions Used in This Book

    The following typographical conventions are used in this book:

    Italic

    Indicates new terms, URLs, email addresses, filenames, and file extensions.

    Constant width

    Used for program listings, as well as within paragraphs to refer to program elements such as variable or function names, databases, data types, environment variables, statements, and keywords.

    Constant width bold

    Shows commands or other text that should be typed literally by the user.

    Constant width italic

    Shows text that should be replaced with user-supplied values or by values determined by context.

    Tip

    This icon signifies a tip, suggestion, or general note.

    Warning

    This icon indicates a warning or caution.

    Online Resources

    Though this book describes generally applicable distributed systempatterns, it expects that readers are familiar with containers andcontainer orchestration systems. If you dont have a lot of pre-existingknowledge about these things, we recommend the following resources:

    • https://docker.io

    • https://kubernetes.io

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