Research output: Contribution to journal › Conference article › peer-review
On porting of applications to new heterogeneous systems. / Bogdanov, Alexander; Storublevtcev, Nikita; Mareev, Vladimir.
In: CEUR Workshop Proceedings, Vol. 2267, 2018, p. 328-332.Research output: Contribution to journal › Conference article › peer-review
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TY - JOUR
T1 - On porting of applications to new heterogeneous systems
AU - Bogdanov, Alexander
AU - Storublevtcev, Nikita
AU - Mareev, Vladimir
N1 - Publisher Copyright: © 2018 Alexander Bogdanov, Nikita Storublevtcev, Vladimir Mareev.
PY - 2018
Y1 - 2018
N2 - Porting applications to GPU-based heterogeneous systems is far from a trivial task. Those systems offer exceptional performance potential, but require specific knowledge to utilize correctly. The basic tools do not offer the level of abstraction to make GPU easy to use for a non-specialist. Many external tools aimed to correct that problem. In this paper we categorize them in broad terms, compare them to the use of the base GPGPU technologies, and discuss their future potential.
AB - Porting applications to GPU-based heterogeneous systems is far from a trivial task. Those systems offer exceptional performance potential, but require specific knowledge to utilize correctly. The basic tools do not offer the level of abstraction to make GPU easy to use for a non-specialist. Many external tools aimed to correct that problem. In this paper we categorize them in broad terms, compare them to the use of the base GPGPU technologies, and discuss their future potential.
KW - GPU
KW - Heterogeneous
KW - High performance computing
KW - Optimization
KW - Parallelization
KW - Porting
UR - http://www.scopus.com/inward/record.url?scp=85060101093&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85060101093
VL - 2267
SP - 328
EP - 332
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
SN - 1613-0073
T2 - 8th International Conference "Distributed Computing and Grid-Technologies in Science and Education", GRID 2018
Y2 - 10 September 2018 through 14 September 2018
ER -
ID: 99411730