Performance evaluation of heterogeneous computing systems based on modern IBM POWER processors
Informacionnye tehnologii i vyčislitelnye sistemy, no. 3 (2021), pp. 27-40
Voir la notice de l'article provenant de la source Math-Net.Ru
The article is devoted to the complex study of hardware and software of heterogeneous computing systems based on modern IBM POWER processors and NVIDIA Tesla graphics coprocessors. Using the various parallel programming technologies, the performance of the memory subsystem and central processors is investigated in parallel mode. The effectiveness of the functioning of math libraries has been studied, including those providing offloading calculations to the coprocessor. Basic recommendations on the use of this class equipment for solving various scientific problems are given, based on the results of the work carried out.
Keywords:
heterogeneous computing system, computer architecture, IBM POWER8, IBM POWER9, Intel Xeon Platinum 8160, GPU, math library, simultaneous multithreading, performance, benchmark.
@article{ITVS_2021_3_a2,
author = {A. A. Sorokin and S. I. Malkovsky},
title = {Performance evaluation of heterogeneous computing systems based on modern {IBM} {POWER} processors},
journal = {Informacionnye tehnologii i vy\v{c}islitelnye sistemy},
pages = {27--40},
publisher = {mathdoc},
number = {3},
year = {2021},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/ITVS_2021_3_a2/}
}
TY - JOUR AU - A. A. Sorokin AU - S. I. Malkovsky TI - Performance evaluation of heterogeneous computing systems based on modern IBM POWER processors JO - Informacionnye tehnologii i vyčislitelnye sistemy PY - 2021 SP - 27 EP - 40 IS - 3 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/ITVS_2021_3_a2/ LA - ru ID - ITVS_2021_3_a2 ER -
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A. A. Sorokin; S. I. Malkovsky. Performance evaluation of heterogeneous computing systems based on modern IBM POWER processors. Informacionnye tehnologii i vyčislitelnye sistemy, no. 3 (2021), pp. 27-40. http://geodesic.mathdoc.fr/item/ITVS_2021_3_a2/