Big Data and Hadoop
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Book 1
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Book 1
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Book 1
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Big Data and Hadoop

Big Data and Hadoop


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About the Book

This ebook provides a quick summary of essential concepts in Big Data and Hadoop by following snack sized chapters: Introduction to Big Data: Introduction to Big Data Sources of Big Data Big Data Characteristics Big Data Analytics The Importance of Big Data Big Data in the Enterprise: Big Data in the Enterprise Data Processing and Analytics: The Old Way Big Data Enterprise Model Building a Big Data Platform Hadoop and Hadoop Infrastructure: Hadoop Why Hadoop? How does Hadoop help? Hadoop Infrastructure How Data Model is Different? How Computing Model is Different? Hadoop framework Hadoop Distributed File System (HDFS): HDFS: Hadoop Distributed File System HDFS: Files and Blocks Replication Hadoop: A master-slave architecture HDFS: Data Placement and Replication MapReduce: MapReduce Typical large -data problem MapReduce Paradigm - I Word count example MapReduce Paradigm - II MapReduce - Jobs and tasks MapReduce: A master-slave architecture MapReduce Programming Model MapReduce - word count mapper MapReduce - word count reducer MapReduce - word count main MapReduce - running a job Relationship between MapReduce and HDFS: Relationship between MapReduce and HDFS Clients, Data Nodes, and HDFS Storage MapReduce workloads Hadoop Fault Tolerance Reading/Writing Files Hadoop and Databases: Hadoop and Databases Typical Datacenter Architecture Adding Hadoop to the Mix The Key Benefit Flexibility: Complex Data Processing The Hadoop Implementation: Job Execution Hadoop Data Types Job Configurations Input and Output Formats Scenarios for Using Hadoop and Hadoop Live Use Cases: Scenarios for Using Hadoop Orbitz: Major Online Travel Booking Service Major National Bank Leading North American Retailer Netflix


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Product Details
  • ISBN-13: 9781500839055
  • Publisher: Createspace
  • Publisher Imprint: Createspace
  • Height: 229 mm
  • Weight: 218 gr
  • ISBN-10: 1500839051
  • Publisher Date: 14 Aug 2014
  • Binding: Paperback
  • Spine Width: 9 mm
  • Width: 152 mm


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