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这本书由Martin Kleppmann撰写,主要关注如何设计可扩展、可靠且可维护的分布式系统,以及如何处理现代应用程序中涉及的大数据量和复杂数据结构。 本书覆盖的主题包括: 数据模型和查询语言:如何设计和优化数据模型,以及如何使用查询语言来访问和操作数据。 分布式系统的挑战:包括网络分区、容错性、一致性、可用性和性能等方面。 数据存储和处理:如何处理和存储大数据量,包括关系型数据库、NoSQL数据库、消息队列、搜索引擎和流处理。 数据流和数据流处理:如何处理实时数据流,以及如何使用流处理系统进行流数据处理和分析。 可靠性和可维护性:包括监控、日志记录、故障排除、容量规划和升级等方面。 这本书是一本非常有用的技术书籍,适合任何对数据密集型应用程序的设计和实现感兴趣的软件开发人员和系统管理员阅读。它不仅提供了实用的技术知识,还深入探讨了分布式系统设计和实现的重要概念。
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Martin Kleppmann
Designing
Data-Intensive
Applications
THE BIG IDEAS BEHIND RELIABLE, SCALABLE,
AND MAINTAINABLE SYSTEMS
Martin Kleppmann
Designing Data-Intensive
Applications
The Big Ideas Behind Reliable, Scalable,
and Maintainable Systems
Boston Farnham Sebastopol
Tokyo
Beijing Boston Farnham Sebastopol
Tokyo
Beijing
978-1-449-37332-0
[LSI]
Designing Data-Intensive Applications
by Martin Kleppmann
Copyright © 2017 Martin Kleppmann. 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://oreilly.com/safari). For more information, contact our corporate/insti‐
tutional sales department: 800-998-9938 or corporate@oreilly.com.
Editors: Ann Spencer and Marie Beaugureau Indexer: Ellen Troutman-Zaig
Production Editor: Kristen Brown Interior Designer: David Futato
Copyeditor: Rachel Head Cover Designer: Karen Montgomery
Proofreader: Amanda Kersey Illustrator: Rebecca Demarest
March 2017: First Edition
Revision History for the First Edition
2017-03-01: First Release
See http://oreilly.com/catalog/errata.csp?isbn=9781449373320 for release details.
The O’Reilly logo is a registered trademark of O’Reilly Media, Inc. Designing Data-Intensive Applications,
the cover image, and related trade dress are trademarks of O’Reilly 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.
Technology is a powerful force in our society. Data, software, and communication can
be used for bad: to entrench unfair power structures, to undermine human rights, and
to protect vested interests. But they can also be used for good: to make underrepresented
people’s voices heard, to create opportunities for everyone, and to avert disasters. This
book is dedicated to everyone working toward the good.
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