Hadoop For Dummies
De (autor) D deRoosen Limba Engleză Paperback – 07 May 2014
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Specificații
ISBN-13: 9781118607558
ISBN-10: 1118607554
Pagini: 408
Ilustrații: black & white illustrations, black & white tables, figures
Dimensiuni: 189 x 235 x 22 mm
Greutate: 0.54 kg
Editura: Wiley
Locul publicării: Hoboken, United States
ISBN-10: 1118607554
Pagini: 408
Ilustrații: black & white illustrations, black & white tables, figures
Dimensiuni: 189 x 235 x 22 mm
Greutate: 0.54 kg
Editura: Wiley
Locul publicării: Hoboken, United States
Public țintă
Primary: IT managers, IT workers, data scientists Secondary: Business managers and decision makers.Cuprins
Introduction 1 Part I: Getting Started with Hadoop 7 Chapter 1: Introducing Hadoop and Seeing What It's Good For 9 Chapter 2: Common Use Cases for Big Data in Hadoop 23 Chapter 3: Setting Up Your Hadoop Environment 41 Part II: How Hadoop Works 51 Chapter 4: Storing Data in Hadoop: The Hadoop Distributed File System 53 Chapter 5: Reading and Writing Data 69 Chapter 6: MapReduce Programming 83 Chapter 7: Frameworks for Processing Data in Hadoop: YARN and MapReduce 103 Chapter 8: Pig: Hadoop Programming Made Easier 117 Chapter 9: Statistical Analysis in Hadoop 129 Chapter 10: Developing and Scheduling Application Workflows with Oozie 139 Part III: Hadoop and Structured Data 155 Chapter 11: Hadoop and the Data Warehouse: Friends or Foes? 157 Chapter 12: Extremely Big Tables: Storing Data in HBase 179 Chapter 13: Applying Structure to Hadoop Data with Hive 227 Chapter 14: Integrating Hadoop with Relational Databases Using Sqoop 269 Chapter 15: The Holy Grail: Native SQL Access to Hadoop Data 303 Part IV: Administering and Configuring Hadoop 313 Chapter 16: Deploying Hadoop 315 Chapter 17: Administering Your Hadoop Cluster 335 Part V: The Part of Tens 359 Chapter 18: Ten Hadoop Resources Worthy of a Bookmark 361 Chapter 19: Ten Reasons to Adopt Hadoop 371 Index 379
Notă biografică
Dirk deRoos is the technical sales lead for IBM's InfoSphere BigInsights. Paul C. Zikopoulos is the vice president of big data in the IBM Information Management division. Roman B. Melnyk, PhD is a senior member of the DB2 Information Development team. Bruce Brown and Rafael Coss work with big data with IBM.