Comparison of system performance for streaming data analysis in image processing tasks by sliding window

Comparison of two streaming systems: Apache Storm and IBM InfoSphere Streams was performed in solving image sliding window filtering task. Analysis was focused on two parameters: throughput and memory consumption. Profiling was held under CentOS operating systems running on two virtual machines for...

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Bibliographic Details
Published inKompʹûternaâ optika Vol. 38; no. 4; pp. 804 - 810
Main Authors Kazanskiy, N., Protsenko, V., Serafimovich, P.
Format Journal Article
LanguageEnglish
Published 2014
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Summary:Comparison of two streaming systems: Apache Storm and IBM InfoSphere Streams was performed in solving image sliding window filtering task. Analysis was focused on two parameters: throughput and memory consumption. Profiling was held under CentOS operating systems running on two virtual machines for each system. First, the most cheap in developing cost realizations were compared. After analysis optimization of memory consumption was performed. Final suggestions on applicability of two systems were made at the end of the article.
ISSN:0134-2452
2412-6179
DOI:10.18287/0134-2452-2014-38-4-804-810