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Big Data - PRINCIPLES AND BEST PRACTICES OF SCALABLE REAL-TIME D...
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Big Data - PRINCIPLES AND BEST PRACTICES OF SCALABLE REAL-TIME DATA SYSTEMS 英文版
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©2015 by Manning Publications Co. All rights reserved.
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any form or by means electronic, mechanical, photocopying, or otherwise, without prior written
permission of the publisher.
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Publications was aware of a trademark claim, the designations have been printed in initial caps
or all caps.
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Manning Publications Co. Development editors: Renae Gregoire, Jennifer Stout
20 Baldwin Road Technical development editor: Jerry Gaines
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Shelter Island, NY 11964 Proofreader: Katie Tennant
Technical proofreader: Jerry Kuch
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ISBN 9781617290343
Printed in the United States of America
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Licensed to Mark Watson <nordickan@gmail.com>
www.allitebooks.com
iii
brief contents
1 ■ A new paradigm for Big Data 1
PART 1BATCH LAYER.................................................................25
2 ■ Data model for Big Data 27
3
■ Data model for Big Data: Illustration 47
4
■ Data storage on the batch layer 54
5
■ Data storage on the batch layer: Illustration 65
6
■ Batch layer 83
7
■ Batch layer: Illustration 111
8
■ An example batch layer: Architecture and
algorithms 139
9
■ An example batch layer: Implementation 156
PART 2SERVING LAYER ............................................................177
10 ■ Serving layer 179
11
■ Serving layer: Illustration 196
Licensed to Mark Watson <nordickan@gmail.com>
www.allitebooks.com
BRIEF CONTENTS
iv
PART 3SPEED LAYER ................................................................205
12 ■ Realtime views 207
13
■ Realtime views: Illustration 220
14
■ Queuing and stream processing 225
15
■ Queuing and stream processing: Illustration 242
16
■ Micro-batch stream processing 254
17
■ Micro-batch stream processing: Illustration 269
18
■ Lambda Architecture in depth 284
Licensed to Mark Watson <nordickan@gmail.com>
www.allitebooks.com
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- ylyanlong2018-09-02谢谢啦,大数据的基础
- wen0272016-04-21大数据开发必备知识。
- icycode2019-09-12很好 清洗无水印 非扫描版本
renzhewh
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