SAMPLING DATA PROCESSING – APPROACH TO SPEEDING UP ITERATIVE ALGORITHMS ON MAPREDUCE MODEL
In this paper we propose a method of sampling data to increase the performance of iterative algorithms on MapReduce model. A method proposed for selective data update based on priorities. Experiment data by the example of shortest paths search algorithm are presented.
Authors: A. V. Mityakov, Yu. S. Tatarinov
Direction: Informatics, management and Computer Technology
Keywords: MapReduce, iterative algorithms,sampling data
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