MapReduce Training

MapReduce Syllabus

Introduction to Map Reduce

  • Map Reduce Overview
  • Map Operation
  • Job Submissions
  • Job Initialization
  • Task Assignment
  • Job Completion
  • Job Scheduling
  • Job Failures
  • Shuffle and sort
  • Word Count Problem
  • Word Count Flow and Solution
  • Word Count Flow and Solution
  • Algorithms
  • Setting up Eclipse Development Environment, Creating Map Reduce Projects, Debugging and Unit Testing
  • Developing a map reduce algorighm on real world scenario

Advance Map Reduce Concepts

  • Counters
  • Sorting
  • Joins - Map Side and Reduce Side
  • Side Data Distribution
  • MapReduce Combiner
  • MapReduce Partitioner
  • MapReduce Distributed Cache

Map Reduce Types and Formats

  • Data Types
  • File Formats
  • Input Formats
  • Output Formats
  • Explain the Driver, Mapper and Reducer code
  • Configuring development environment - Eclipse
  • Writing Unit Test
  • Running locally
  • Running on Cluster
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