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Modified Bloom filter for high performance hybrid NoSQL systems

A.B. Vavrenyuk, N.P. Vasilyev, V.V. Makarov, K.A. Matyukhin, M.M. Rovnyagin, A.A. Skitev
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}

}

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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.
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