CSCE 5300 Introduction to Big data and Data Science
ICE-3
Lesson Title: Hadoop MapReduce and Hadoop Distributed File System (HDFS)
Lesson Description: Overview of Hadoop and Map Reduce Paradigm. The Lesson focuses on
map reduce applications with coding exercises by actual implementation
In class exercise
1. Matrix Multiplication in Map Reduce
Suppose we have a i x j matrix M, whose element in row i and column j will be denoted and
a j x k matrix N whose element in row j and column k is donated by then the product P = MN
will be i x k matrix P whose element in row i and column k will be donated by ,
where = .
1. Create a Map-Reduce Program to perform the task of matrix multiplication
Reference:
https://lendap.wordpress.com/2015/02/16/matrix-multiplication-with-mapreduce/
2. Breadth First Search using Map Reduce
3. Depth First Search using Map Reduce
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