Hadoop 2 Quick-Start Guide (Addison-Wesley Data & Analytics)

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9780134049946: Hadoop 2 Quick-Start Guide (Addison-Wesley Data & Analytics)

Get started fast with Apache Hadoop 2, with the first easy, accessible guide to this revolutionary Big Data technology. Building on his unsurpassed experience teaching Hadoop and Big Data, Dr. Douglas Eadline covers all the basics you need to know to install and use Hadoop 2 on both personal computers and servers, and navigate the entire Apache Hadoop ecosystem.

 

Eadline demystifies Hadoop 2, explains the problems it solves, shows how it relates to Big Data, and demonstrates both administrators and users work with it. He explains the central role of MapReduce in Hadoop 1, and how (and why) YARN and Hadoop 2 move beyond MapReduce. You'll find essential information on:

  • Planning and performing Hadoop 2 installations -- including decisions about hardware, software, clustering, and HDFS
  • Using the Hadoop Distributed File System (HDFS) and working around its tradeoffs
  • Running and benchmarking Hadoop 2 programs
  • Working with MapReduce -- including basic programming examples
  • Using higher-level tools, including Pig and Hive
  • Getting started with Apache Hadoop YARN frameworks
  • Administering Hadoop 2 with Ambari, rmadmin, and automated scripts

From its Getting Started checklist/flowchart to its roadmap of additional resources, Hadoop 2 Quick-Start Guide is your perfect Hadoop 2 starting point -- and your fastest way to start mastering Big Data.

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Book Description Pearson Education (US). Paperback. Book Condition: new. BRAND NEW, Hadoop 2 Quick-Start Guide: Learn the Essentials of Big Data Computing in the Apache Hadoop 2 Ecosystem, Douglas Eadline, Get Started Fast with Apache Hadoop(R) 2, YARN, and Today's Hadoop Ecosystem With Hadoop 2.x and YARN, Hadoop moves beyond MapReduce to become practical for virtually any type of data processing. Hadoop 2.x and the Data Lake concept represent a radical shift away from conventional approaches to data usage and storage. Hadoop 2.x installations offer unmatched scalability and breakthrough extensibility that supports new and existing Big Data analytics processing methods and models. Hadoop(R) 2 Quick-Start Guide is the first easy, accessible guide to Apache Hadoop 2.x, YARN, and the modern Hadoop ecosystem. Building on his unsurpassed experience teaching Hadoop and Big Data, author Douglas Eadline covers all the basics you need to know to install and use Hadoop 2 on personal computers or servers, and to navigate the powerful technologies that complement it. Eadline concisely introduces and explains every key Hadoop 2 concept, tool, and service, illustrating each with a simple "beginning-to-end" example and identifying trustworthy, up-to-date resources for learning more. This guide is ideal if you want to learn about Hadoop 2 without getting mired in technical details. Douglas Eadline will bring you up to speed quickly, whether you're a user, admin, devops specialist, programmer, architect, analyst, or data scientist. Coverage Includes * Understanding what Hadoop 2 and YARN do, and how they improve on Hadoop 1 with MapReduce* Understanding Hadoop-based Data Lakes versus RDBMS Data Warehouses* Installing Hadoop 2 and core services on Linux machines, virtualized sandboxes, or clusters* Exploring the Hadoop Distributed File System (HDFS)* Understanding the essentials of MapReduce and YARN application programming* Simplifying programming and data movement with Apache Pig, Hive, Sqoop, Flume, Oozie, and HBase* Observing application progress, controlling jobs, and managing workflows* Managing Hadoop efficiently with Apache Ambari-including recipes for HDFS to NFSv3 gateway, HDFS snapshots, and YARN configuration* Learning basic Hadoop 2 troubleshooting, and installing Apache Hue and Apache Spark. Bookseller Inventory # B9780134049946

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