An automated system for program parameters fine tuning in the cloud

Smirnov S.A., Tarasov A.S.
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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
Citation in English: Smirnov S.A., Tarasov A.S. An automated system for program parameters fine tuning in the cloud // Computer Research and Modeling, 2015, vol. 7, no. 3, pp. 587-592
Citation in English: Smirnov S.A., Tarasov A.S. An automated system for program parameters fine tuning in the cloud // Computer Research and Modeling, 2015, vol. 7, no. 3, pp. 587-592
DOI: 10.20537/2076-7633-2015-7-3-587-592
URL: http://crm-en.ics.org.ru/journal/article/2312/
Creative Commons License This work is licensed under a Creative Commons Attribution-NoDerivs 3.0 Unported License.

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