I’ve written following three articles on medium to understand how map reduce works and how the most fundamental operations are carried out using it. This acts as the first steps towards understanding how distributed analytical systems process huge amount of data efficiently.
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How Map Reduce Let You Deal With PetaByte Scale With Ease (published in Analytics Vidhya).
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Relational Operations Using MapReduce (published in The Startup).
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Matrix Multiplication At Scale Using Map Reduce (published in Analytics Vidhya).