Model of a heterogeneous computational process with global load distribution based on private sets

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A type of a heterogeneous computing system is considered, the topology of which is a set of architecturally identical, but different in performance computing units. A model of a computing process in a heterogeneous computing environment is presented. The principle of global distribution of the computational load is formulated based on the method of partial sets. The results of calculations and a comparative analysis of computational acceleration values for homogeneous and heterogeneous organization of parallel computations at different levels of parallelism are presented. The dependence of the efficiency of calculations on the change in the ratio of the computing power of the information and computing units of a heterogeneous computing environment with a fixed total number of computers has been determined.

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Heterogeneous, parallel, computing system, computational load, acceleration of computational process.

Короткий адрес: https://sciup.org/148322471

IDR: 148322471   |   DOI: 10.25586/RNU.V9187.21.03.P.162

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