Parallel computing of GAME models
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F08%3A03147065" target="_blank" >RIV/68407700:21230/08:03147065 - 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
Parallel computing of GAME models
Original language description
With recent development of multi-core and multi-processor computers, single thread algorithms use just fraction of possible computing resources available on single personal computer. The trend is to develop distributed versions of algorithms so they canrun on several cores in parallel efficiently using all resources available. In this paper we present an efficient distributed version of the GAME algorithm for inductive models evolution. We also discuss the possibilities and assets of parallelizing evolution of inductive models. Our experimental results demonstrate that for two core processors the distributed GAME algorithm achieves 1.7 speedup in average against the serial version. For eight cores, the speedup is 3.5 in average.
Czech name
Parallel computing of GAME models
Czech description
With recent development of multi-core and multi-processor computers, single thread algorithms use just fraction of possible computing resources available on single personal computer. The trend is to develop distributed versions of algorithms so they canrun on several cores in parallel efficiently using all resources available. In this paper we present an efficient distributed version of the GAME algorithm for inductive models evolution. We also discuss the possibilities and assets of parallelizing evolution of inductive models. Our experimental results demonstrate that for two core processors the distributed GAME algorithm achieves 1.7 speedup in average against the serial version. For eight cores, the speedup is 3.5 in average.
Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/KJB201210701" target="_blank" >KJB201210701: Automated Knowledge Extraction</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2008
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 the 2nd International Conference on Inductive Modelling
ISBN
978-966-02-4889-2
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
Ukr. INTEI
Place of publication
Kiev
Event location
Kyjev
Event date
Sep 15, 2008
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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