California Polytechnic State University: CPE 458-Parallel Programming
We are providing a simple, one-week module that can be used to introduce MapReduce in a wide variety of courses. The first lecture provides an introduction to parallel programming and sets the stage for the second lecture which specifically describes MapReduce. To reinforce the lectures, we include a laboratory exercise (hadoopcodelab.pdf) complete with supporting java code (AverageValueReducer.java, HadoopDriver.java, IntArrayWritable.java, UserRatingMapper.java). This lab has the student perform various queries on the Netflix dataset.
Lecture Slides
- Parallel Programming Primer (ppt)
- MapReduce (ppt)
Lab Exercises
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