Big Data and Hadoop

Big Data and Hadoop

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WAGmob brings you Simple 'n Easy, on-the-go learning ebook for "Big Data and Hadoop".

The ebook provides:

Snack sized chapters for easy learning.

Designed for both students and adults.

This ebook provides a quick summary of essential concepts in Big Data and Hadoop by following snack sized chapters:

Introduction to Big Data:
â‚¬ Introduction to Big Data
â‚¬ Sources of Big Data
â‚¬ Big Data Characteristics
â‚¬ Big Data Analytics
â‚¬ The Importance of Big Data

Big Data in the Enterprise:
â‚¬ Big Data in the Enterprise
â‚¬ Data Processing and Analytics: The Old Way
â‚¬ Big Data Enterprise Model
â‚¬ Building a Big Data Platform

Hadoop and Hadoop Infrastructure:
â‚¬ Hadoop
â‚¬ Why Hadoop?
â‚¬ How does Hadoop help?
â‚¬ Hadoop Infrastructure
â‚¬ How Data Model is Different?
â‚¬ How Computing Model is Different?
â‚¬ Hadoop framework

Hadoop Distributed File System (HDFS):
â‚¬ HDFS: Hadoop Distributed File System
â‚¬ HDFS: Files and Blocks
â‚¬ Replication
â‚¬ Hadoop: A master-slave architecture
â‚¬ HDFS: Data Placement and Replication

MapReduce:
â‚¬ MapReduce
â‚¬ Typical large â‚¬â€œdata problem
â‚¬ MapReduce Paradigm - I
â‚¬ Word count example
â‚¬ MapReduce Paradigm â‚¬â€œ II
â‚¬ MapReduce â‚¬â€œ Jobs and tasks
â‚¬ MapReduce: A master-slave architecture
â‚¬ MapReduce Programming Model
â‚¬ MapReduce â‚¬â€œ word count mapper
â‚¬ MapReduce â‚¬â€œ word count reducer
â‚¬ MapReduce â‚¬â€œ word count main
â‚¬ MapReduce â‚¬â€œ running a job

Relationship between MapReduce and HDFS:
â‚¬ Relationship between MapReduce and HDFS
â‚¬ Clients, Data Nodes, and HDFS Storage
â‚¬ MapReduce workloads
â‚¬ Hadoop Fault Tolerance
â‚¬ Reading/Writing Files

Hadoop and Databases:
â‚¬ Hadoop and Databases
â‚¬ Typical Datacenter Architecture
â‚¬ Adding Hadoop to the Mix
â‚¬ The Key Benefit
â‚¬ Flexibility: Complex Data Processing

The Hadoop Implementation:
â‚¬ Job Execution
â‚¬ Hadoop Data Types
â‚¬ Job Configurations
â‚¬ Input and Output Formats

Scenarios for Using Hadoop and Hadoop Live Use Cases:
â‚¬ Scenarios for Using Hadoop
â‚¬ Orbitz: Major Online Travel Booking Service
â‚¬ Major National Bank
â‚¬ Leading North American Retailer
â‚¬ Netflix

Glossary.

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Country USA
Manufacturer WAGmob
Binding Kindle Edition
ReleaseDate 2013-09-18
Format Kindle eBook

Country	USA
Manufacturer	WAGmob
Binding	Kindle Edition
ReleaseDate	2013-09-18
Format	Kindle eBook

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