Self-adaptive processing graph with operator fission for elastic stream processing

•Self adaptive mechanism for scaling stream processing systems.•Automatic scaling by increasing/decreasing the number of processing operators.•Model that changes graph topology based on a reactive and predictive algorithms.•Results show that both algorithms enable online self-adaptation of the graph...

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Vydané v:	The Journal of systems and software Ročník 127; s. 205 - 216
Hlavní autori:	Hidalgo, Nicolas, Wladdimiro, Daniel, Rosas, Erika
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Inc 01.05.2017
Predmet:	Elastic processing Scalable processing Self-adaptable graph Stream processing Scalable processing S4 Stream processing Self-adaptable graph Elastic processing
ISSN:	0164-1212, 1873-1228
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