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Designing Data-Intensive Applications
Designing Data-Intensive Applications The Big Ideas Behind Reliable, Scalable, and Maintainable Systems Martin Kleppmann
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Designing Data-Intensive Applications
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 promoti...
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Dedication
Dedication 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 fo...
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Chapter 4
Computing is pop culture. […] Pop culture holds a disdain for history. Pop culture is all about identity and feeling like you’re participating. It has nothing to do with cooperation, the past or the future — it’s living in the present. I think the same is true of most people who write code for money. They have no idea ...
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Preface
Preface If you have worked in software engineering in recent years, especially in server-side and backend systems, you have probably been bombarded with a plethora of buzzwords relating to storage and processing of data. NoSQL! Big Data! Web-scale! Sharding! Eventual consistency! ACID! CAP theorem! Cloud services! MapR...
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Part I.Foundations of Data Systems
Part I. Foundations of Data Systems The first four chapters go through the fundamental ideas that apply to all data systems, whether running on a single machine or distributed across a cluster of machines: Chapter 1 introduces the terminology and approach that we’re going to use throughout this book. It examines what w...
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Chapter 1.Reliable, Scalable, andMaintainable Applications
Chapter 1. Reliable, Scalable, and Maintainable Applications The Internet was done so well that most people think of it as a natural resource like the Pacific Ocean, rather than something that was man-made. When was the last time a technology with a scale like that was so error-free? Alan Kay , in interview with Dr Dob...
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Chapter 2.Data Models and Query Languages
Chapter 2. Data Models and Query Languages The limits of my language mean the limits of my world. Ludwig Wittgenstein, Tractatus Logico-Philosophicus (1922) Data models are perhaps the most important part of developing software, because they have such a profound effect: not only on how the software is written, but also...
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Chapter 3.Storage and Retrieval
"Chapter 3.\nStorage and Retrieval\nWer Ordnung hält, ist nur zu faul zum Suchen.\n(If you keep thi(...TRUNCATED)
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Chapter 4.Encoding and Evolution
"Chapter 4.\nEncoding and Evolution\nEverything changes and nothing stands still.\nHeraclitus of Eph(...TRUNCATED)
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