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Description
  • We compare four existing dynamic memory allocators optimized for GPUs and show their strengths and weaknesses. In the measurements we use three generic evaluation tests proposed in the literature and add one with a real workload where dynamic memory allocation is used for building the kd-tree data structure. Following the performance analysis we propose a new dynamic memory allocator and its variants that address the limitations of the existing dynamic memory allocators. The new dynamic memory allocator uses few resources and is targeted towards large and variably sized memory allocations on massively parallel hardware architectures.
  • We compare four existing dynamic memory allocators optimized for GPUs and show their strengths and weaknesses. In the measurements we use three generic evaluation tests proposed in the literature and add one with a real workload where dynamic memory allocation is used for building the kd-tree data structure. Following the performance analysis we propose a new dynamic memory allocator and its variants that address the limitations of the existing dynamic memory allocators. The new dynamic memory allocator uses few resources and is targeted towards large and variably sized memory allocations on massively parallel hardware architectures. (en)
Title
  • Register Efficient Memory Allocator for GPUs
  • Register Efficient Memory Allocator for GPUs (en)
skos:prefLabel
  • Register Efficient Memory Allocator for GPUs
  • Register Efficient Memory Allocator for GPUs (en)
skos:notation
  • RIV/00216224:14330/14:00076260!RIV15-MSM-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GAP202/12/2413), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 41871
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/14:00076260
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • dynamic memory allocation; GPU; CUDA (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [87DC0CAB272E]
http://linked.open...v/mistoKonaniAkce
  • Lyon, France
http://linked.open...i/riv/mistoVydani
  • Lyon, France
http://linked.open...i/riv/nazevZdroje
  • High-Performance Graphics 2014
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Havran, Vlastimil
  • Vinkler, Marek
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 2079-8679
number of pages
http://bibframe.org/vocab/doi
  • 10.2312/hpg.20141090
http://purl.org/ne...btex#hasPublisher
  • Eurographics Association
https://schema.org/isbn
  • 9783905674606
http://localhost/t...ganizacniJednotka
  • 14330
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