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Title:Implementacija algoritma za hitro urejanje z uporabo tehnologije cuda in dinamičnega paralelizma : diplomsko delo
Authors:ID Sinković-Gašparić, Leon (Author)
ID Kohek, Štefan (Mentor) More about this mentor... New window
ID Strnad, Damjan (Co-mentor)
Files:.pdf UN_Sinkovic-Gasparic_Leon_2021.pdf (1013,98 KB)
MD5: 83479C4DBDB27CA8745FAD0321274F65
PID: 20.500.12556/dkum/42aff15a-2c8c-4c78-98f0-d871fe5ced3e
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V diplomski nalogi preučujemo algoritem za hitro urejanje in paralelizacijo algoritma na grafični procesni enoti. Implementirali smo algoritem za hitro urejanje na grafični procesni enoti. V ta namen smo uporabili arhitekturo CUDA in funkcionalnost dinamičnega paralelizma, ki omogočata zagon programov neposredno z grafične procesno enote. V nadaljevanju smo primerjali hitrosti urejanja z referenčnima algoritmoma hitro urejanje na centralni procesni enoti in bitono urejanje na grafični procesni enoti. Ugotovili smo, da je paralelno urejanje na grafični procesni enoti na dovolj velikem številu elementov hitrejše kot urejanje na centralni procesni enoti.
Keywords:CUDA, hitro urejanje, grafična procesna enota, dinamični paralelizem
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[L. Sinković-Gašparić]
Year of publishing:2021
Number of pages:IX, 24 f.
PID:20.500.12556/DKUM-80103 New window
UDC:575.833:004.925(043.2)
COBISS.SI-ID:83606275 New window
Publication date in DKUM:18.10.2021
Views:434
Downloads:36
Metadata:XML RDF-CHPDL DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:30.08.2021

Secondary language

Language:English
Title:Implementation of quick sort algorithm with use of cuda technology and dynamic parallelism
Abstract:In the diploma thesis, we study the quicksort algorithm and parallelization of the algorithm on a graphic processing unit. We implemented the quick sort algorithm on a graphic processing unit. We used the CUDA architecture and the dynamic parallelism functionality that allows program kernels to be invoked directly from the graphic processing unit. Next, we compared the sorting speeds with the reference quicksort algorithms on the CPU and bitonic sort on the graphic processing unit. We concluded that parallel sorting on a graphic processing unit on a sufficient number of elements is faster than sorting on a central processing unit.
Keywords:CUDA, QuickSort, graphics processing unit, dynamic parallelism


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