Heterogeneous cluster for acceleration of linear algebra computations
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F12%3A00189824" target="_blank" >RIV/68407700:21240/12:00189824 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Heterogeneous cluster for acceleration of linear algebra computations
Original language description
Plenty of numerical algebra libraries have been developed in recent years. These libraries are tuned for the given CPU and its memory architecture, fully utilize its memory hierarchy and inner pipelines and achieve impressive computation power. There isalso a new trend in the high-performance computing: GPU computing. This paper deals with a new concept of the heterogeneous grid for acceleration of the numerical linear algebra computing. We design this grid with respect to maximal ratio between cost and computational power. It allows a parallelization of scientific codes with minimal programming effort. We also optimize grid concept to be less sensitive to network parameters.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
N - Vyzkumna aktivita podporovana z neverejnych zdroju
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of International Conference on Applied Mathematics (Aplimat 2012)
ISBN
978-80-89313-58-7
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
299-306
Publisher name
Slovenská technická univerzita, Strojnícka fakulta
Place of publication
Bratislava
Event location
Bratislava
Event date
Feb 7, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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