A MapReduce fault-tolerance scheme that captures state from the last shuffle's network messages, adding only 1/(p-1) communication overhead and recovering in about 1/p of a step's time.
In: Proceedings of the Fourth SIAM International Conference on Data Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004
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Scalable Fault-Tolerant MapReduce
A MapReduce fault-tolerance scheme that captures state from the last shuffle's network messages, adding only 1/(p-1) communication overhead and recovering in about 1/p of a step's time.