Microsoft Interview Question
Software DevelopersCountry: United States
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As the name suggests, the two phases of Map Reduce functions are - "Map" and "Reduce".
- Deepak Nair March 29, 2016Map is the phase where the data is collected and mapped into key value pair of information. This phase is where parallelism is most useful or where there is the most scope for it. The Map phase can be run simultaneously on separate chunks of data parallelly to spit out separate sets of key value pairs.
Now comes the Reduce phase where the key value pairs are combined together and the values are aggregated together to form a final value. This value may be the sum of all values of a key output from all the parallel execution of Map function. Thus the reduce function have to run on one machine so that the parallel executions can be aggregated together.