文章基本信息

标题：Comparison of system performance for streaming data analysis in image processing tasks by sliding window
作者：N.L. Kazanskiy ; V.I. Protsenko ; P.G. Serafimovich 等
期刊名称：Computer Optics / Компьютерная оптика
印刷版ISSN：0134-2452
电子版ISSN：2412-6179
出版年度：2014
卷号：38
期号：4
页码：804-810
语种：Russian
出版社：Samarskii Natsional'nyi Issledovatel'skii Universitet imeni Akademika S.P. Koroleva,Samara National Research University
摘要：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.