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Commutativity of Reducers.
TACAS, pp.131-146, (2015)
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Abstract
In the Map-Reduce programming model for data parallel computation, a reducer computes an output from a list of input values associated with a key. The inputs however may not arrive at a reducer in a fixed order due to non-determinism in transmitting key-value pairs over the network. This gives rise to the reducer commutativity problem, th...More
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