MapReduce Design Patterns
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Book Description
Until now, design patterns for the MapReduce framework have been scattered among various research papers, blogs, and books. This handy guide brings together a unique collection of valuable MapReduce patterns that will save you time and effort regardless of the domain, language, or developmentframework you’re using.
Each pattern is explained in context, with pitfalls and caveats clearly identified to help you avoid common design mistakes when modeling yourbig data architecture. This book also provides a complete overview of MapReduce that explains its origins and implementations, and why design patterns are so important. All code examples are written for Hadoop.
- Summarization patterns: get a top-level view by summarizing and grouping data
- Filtering patterns: view data subsets such as records generated from one user
- Data organization patterns: reorganize data to work with other systems, or to make MapReduce analysis easier
- Join patterns: analyze different datasets together to discover interesting relationships
- Metapatterns: piece together several patterns to solve multi-stage problems, or to perform several analytics in the same job
- Input and output patterns: customize the way you use Hadoop to load or store data
“A clear exposition of MapReduce programs for common data processing patterns—this book is indespensible for anyone using Hadoop.”
–Tom White, author of Hadoop: The Definitive Guide
下载地址:MapReduce Design Patterns.zip (3.71M)
- MapReduce Design Patterns
- MapReduce Design Patterns 简记
- 笔记:MapReduce Design Patterns
- MapReduce Design Patterns-chapter 2
- MapReduce Design Patterns-chapter 3
- MapReduce Design Patterns-chapter 4
- MapReduce Design Patterns-chapter 5
- MapReduce Design Patterns-chapter 6
- MapReduce Design Patterns-chapter 7
- MapReduce Design Patterns(chapter 1)(一)
- (转)MapReduce Design Patterns(chapter 1)(一)
- MapReduce Design Patterns(chapter 1)(一)简介
- MapReduce Design Patterns(2. 中位数、方差)(三)
- MapReduce Design Patterns(3. 反向索引、计数器)(四)
- MapReduce Design Patterns(3. Top Ten))(六)
- MapReduce Design Patterns(4. 分层,分区)(七)
- MapReduce Design Patterns(5.表连接)(九)
- MapReduce Design Patterns(5.表连接))(十)
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