Mastering Hadoop /
Go beyond the basics and master the next generation of Hadoop data processing platforms In Detail Hadoop is synonymous with Big Data processing. Its simple programming model, "code once and deploy at any scale" paradigm, and an ever-growing ecosystem makes Hadoop an all-encompassing platfo...
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| Format: | eBook |
| Language: | English |
| Published: |
Packt Publishing,
2014.
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| Edition: | 1st edition. |
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| Online Access: | Connect to this electronic resource |
| Summary: | Go beyond the basics and master the next generation of Hadoop data processing platforms In Detail Hadoop is synonymous with Big Data processing. Its simple programming model, "code once and deploy at any scale" paradigm, and an ever-growing ecosystem makes Hadoop an all-encompassing platform for programmers with different levels of expertise. This book explores the industry guidelines to optimize MapReduce jobs and higher-level abstractions such as Pig and Hive in Hadoop 2.0. Then, it dives deep into Hadoop 2.0 specific features such as YARN and HDFS Federation. This book is a step-by-step guide that focuses on advanced Hadoop concepts and aims to take your Hadoop knowledge and skill set to the next level. The data processing flow dictates the order of the concepts in each chapter, and each chapter is illustrated with code fragments or schematic diagrams. What You Will Learn Understand the changes involved in the process in the move from Hadoop 1.0 to Hadoop 2.0 Customize and optimize MapReduce jobs in Hadoop 2.0 Explore Hadoop I/O and different data formats Dive into YARN and Storm and use YARN to integrate Storm with Hadoop Deploy Hadoop on Amazon Elastic MapReduce Discover HDFS replacements and learn about HDFS Federation Get to grips with Hadoop's main security aspects Utilize Mahout and RHadoop for Hadoop analytics |
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| Item Description: | Electronic resource. |
| Physical Description: | 1 online resource (374 pages) |
| Format: | Mode of access: World Wide Web. |