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Computer Research and Modeling, 2015, Volume 7, Issue 3, Pages 587–592
DOI: https://doi.org/10.20537/2076-7633-2015-7-3-587-592 (Mi crm223) 		 
ÑÅÊÖÈÎÍÍÛÅ ÄÎÊËÀÄÛ

An automated system for program parameters fine tuning in the cloud

S. A. Smirnov, A. S. Tarasov

Institute for Information Transmission Problems of the Russian Academy of Science, Kharkevich Institute, Bolshoy Karetny per. 19, build.1, Moscow 127051 Russia
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DOI: https://doi.org/10.20537/2076-7633-2015-7-3-587-592
Abstract: The paper presents a software system aimed at finding best (in some sense) parameters of an algorithm. The system handles both discrete and continuous parameters and employs massive parallelism offered by public clouds. The paper presents an overview of the system, a method to measure algorithm's performance in the cloud and numerical results of system's use on several problem sets.
Keywords: algorithmic parameter optimization, parameter tuning, cloud computing.
Received: 25.12.2014
Document Type: Article
UDC: 004.4
Language: English
Citation: S. A. Smirnov, A. S. Tarasov, “An automated system for program parameters fine tuning in the cloud”, Computer Research and Modeling, 7:3 (2015), 587–592
Citation in format AMSBIB
\Bibitem{SmiTar15}
\by S.~A.~Smirnov, A.~S.~Tarasov
\paper An automated system for program parameters fine tuning in the cloud
\jour Computer Research and Modeling
\yr 2015
\vol 7
\issue 3
\pages 587--592
\mathnet{http://mi.mathnet.ru/crm223}
\crossref{https://doi.org/10.20537/2076-7633-2015-7-3-587-592}
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