Modified Bloom filter for high performance hybrid NoSQL systems
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Russia
Life Science Journal, 11(7s), 457-461, 2014
@article{.vavrenyuk2014modified,
title={Modified Bloom filter for high performance hybrid NoSQL systems},
author={.Vavrenyuk, A.B and .Vasilyev, N.P and .Makarov, V.V and .Matyukhin, K.A and .Rovnyagin, M.M and .Skitev, A.A},
year={2014}
}
This article addresses problems of implementation of a modified Bloom filter as an additional module for mass data storage systems in supercomputers with hybrid CPU/GPU architecture. It is proposed to use a modified filter with counters, which makes it possible to monitor not only data addition, but also data removal. A comparative analysis has been made of a serial CPU version and a hybrid version of the Bloom filter based on use of NVIDIA CUDA technology.
June 28, 2014 by hgpu
