Welcome to CyberGIS Education Modules!

A PDF version of the module: PDF

An Epub version of the module: EPUB

• Introduction to the MapReduce Model of Parallelism
  • Preliminaries
  • The mapReduce Paradigm
  • Extending the mapReduce Model to Massive Parallelism
  • Getting MongoDB Up and Running
  • The MongoDB Data Model
  • Loading a Data Set Into MongoDB
  • Basic MongoDB Queries to Explore Your Data Set
  • Constructing MapReduce Queries on Your Data Set
  • Exercises
  • Quick MongoDB Command Cheat Sheet
• Review of Multithreaded Programming
  • Sum3 Problem Overview
  • Sum3 Simple Implementation (Serial)
  • Sum3 Parallel Implementation with Pthreads and OpenMP
• Massive Parallelism with Cuda
  • An Introduction to GPU Architectures
  • The CUDA Computational Model
  • Creating Algorithms that Divide Work into Many Threads
  • Dividing Work Among Cuda Threads
  • An Example: Sum3
  • Optimizing

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