MapReduce is an algorithm for processing huge datasets on certain kinds of distributable problems using a large number of nodes

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Google published the MapReduce algorithm for analyzing massive amounts of data in 2004. Whenever you hear the phrase "big data," it refers to problems that are too large for a single machine to store or analyze efficiently. MapReduce solves most of the analysis problems related to big data by spreading calculations over clusters of computers.