September 2017
Beginner to intermediate
412 pages
8h 55m
English
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Some examples of MapReduce applications
Here are a few examples of big data problems that can be solved with the MapReduce framework:
- Given a repository of text files, find the frequency of each word. This is called the WordCount problem.
- Given a repository of text files, find the number of words of each word length.
- Given two matrices in sparse matrix format, compute their product.
- Factor a matrix given in sparse matrix format.
- Given a symmetric graph whose nodes represent people and edges represent friendship, compile a list of common friends.
- Given a symmetric graph whose nodes represent people and edges represent friendship, compute the average number of friends by age.
- Given a repository of weather records, find the annual global minima and maxima ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.