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Streaming Architecture - New Designs Using Apache Kafka and MapR Streams
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Streaming
Architecture
Ted Dunning &
Ellen Friedman
New Designs Using Apache Kaa
and MapR Streams

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Ted Dunning and Ellen Friedman
Streaming Architecture
New Designs Using Apache Kaa and
MapR Streams

978-1-491-95378-5
[LSI]
Streaming Architecture
by Ted Dunning and Ellen Friedman
Copyright © 2016 Ted Dunning and Ellen Friedman. All rights reserved.
Printed in the United States of America.
Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA
95472.
O’Reilly books may be purchased for educational, business, or sales promotional use.
Online editions are also available for most titles (http://safaribooksonline.com). For
more information, contact our corporate/institutional sales department:
800-998-9938 or corporate@oreilly.com.
Editors: Holly Bauer and Nicole Tache Cover Designer: Randy Comer
March 2016:
First Edition
Revision History for the First Edition
2016-03-07: First Release
The O’Reilly logo is a registered trademark of O’Reilly Media, Inc. Streaming Archi‐
tecture, the cover image, and related trade dress are trademarks of O’Reilly Media,
Inc.
While the publisher and the authors have used good faith efforts to ensure that the
information and instructions contained in this work are accurate, the publisher and
the authors 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 sub‐
ject 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.
Images copyright Ellen Friedman unless otherwise specified in the text.

Table of Contents
Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . v
1.
Why Stream?. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Planes, Trains, and Automobiles: Connected Vehicles and
the IoT 2
Streaming Data: Life As It Happens 5
Beyond Real Time: More Benefits of Streaming Architecture 10
Emerging Best Practices for Streaming Architectures 11
Healthcare Example with Data Streams 13
Streaming Data as a Central Aspect of Architectural Design 15
2.
Stream-based Architecture. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
A Limited View: Single Real-Time Application 17
Key Aspects of a Universal Stream-based Architecture 19
Importance of the Messaging Technology 22
Choices for Real-Time Analytics 25
Comparison of Capabilities for Streaming Analytics 29
Summary 31
3.
Streaming Architecture: Ideal Platform for Microservices. . . . . . . . . 33
Why Microservices Matter 34
What Is Needed to Support Microservices 37
Microservices in More Detail 38
Designing a Streaming Architecture: Online Video Service
Example 41
Importance of a Universal Microarchitecture 45
What’s in a Name? 46
iii
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资源评论

- loveqiubai2018-05-28虽然看不懂,感觉很厉害的样子
- zhenfanwu2017-11-08不错,很清晰
- jzhfe2017-11-07不错,很清晰
- 普通网友2017-10-22Apache Kafka 挺好的教程

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