Realizing graph processing based on the mapreduce architecture
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United States of America Patent
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Jan 16, 2018
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app pub date -
Dec 19, 2016
filing date -
Jan 31, 2013
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Abstract
A method and device for realizing graph processing based on the MapReduce architecture is disclosed in the invention. The method includes the steps of: receiving an input file of a graph processing job; predicting a MapReduce task execution time distribution of the graph processing job using an obtained MapReduce task degree-execution time relationship distribution and a degree distribution of the graph processing job; and dividing the input file of the graph processing job into input data splits of MapReduce tasks according to the predicted MapReduce task execution time distribution of the graph processing job.
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