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What is MapReduce?

MR is a programming model introduced by Google* in 2004 that uses functional programming concepts—inspired by the map and reduce primitives from languages such as Lisp*—to make it easier for programmers to run massively parallel computations on clusters composed of thousands of machines. Since all functions are data-independent from one another, that is, all input data is passed by value, this programming paradigm has presented itself as an elegant solution for dealing with data consistency and synchronization issues. Parallelization can be achieved naturally by running multiple instances of f

Code Sample: Implementing a Fault-Tolerant Algorithm for Persistent...