Open AccessEXPERIMENTAL EFFICIENCY VERIFICATION OF AN ACCESS METHOD TO THE STORAGE DATA ON THE SPARK PLATFORM USING CASCADING BLOOM FILTER
Author(s) -
Yu.A. Grigoriev
Publication year - 2017
Publication title -
informatika i sistemy upravleniya
Language(s) - English
Resource type - Journals
eISSN - 1814-2419
pISSN - 1814-2400
DOI - 10.22250/isu.2017.53.3-16
Subject(s) - bloom filter , spark (programming language) , computer science , filter (signal processing) , data access , computer hardware , database , computer network , programming language , computer vision
Using TPC-H Q3 query there was made a comparison of two access methods to the storage data: the developed method with the cascading Bloom filter and without using the Bloom filter. To this end, there were conducted full-scale experiments in a cluster environment of 8 nodes on the Apache Spark parallel computing platform. The results of the experiments confirmed the advantages of the developed method with the cascading Bloom filter.
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