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Proceedings of the Institute for System Programming of the RAS, 2022, Volume 34, Issue 1, Pages 87–100
DOI: https://doi.org/10.15514/ISPRAS-2022-34(1)-7 (Mi tisp667) 		 
The software implementation of a metagraph processing system based on the big data approach

V. M. Chernenkiy, I. V. Dunin, Yu. E. Gapanyuk

Bauman Moscow State Technical University
Full-text PDF (579 kB)
DOI: https://doi.org/10.15514/ISPRAS-2022-34(1)-7
Abstract: The paper discusses the approach to solving the problem of processing metagraphs using Big Data technology. The formal definition of the metagraph data model and the metagraph agent model are given. The metagraph representation using the flat graph model is discussed. The flat graph and metagraph Big Data processing are described. The architecture of the system for processing data in metagraph is discussed. The metagraph processing using metagraph agents based on Big Data technology is discussed. The experiments result for parallel metagraph processing are given.
Keywords: big data, big graph, flat graph, metagraph, pregel, signal-Collect, gather sum apply.
Document Type: Article
Language: Russian
Citation: V. M. Chernenkiy, I. V. Dunin, Yu. E. Gapanyuk, “The software implementation of a metagraph processing system based on the big data approach”, Proceedings of ISP RAS, 34:1 (2022), 87–100
Citation in format AMSBIB
\Bibitem{CheDunGap22}
\by V.~M.~Chernenkiy, I.~V.~Dunin, Yu.~E.~Gapanyuk
\paper The software implementation of a metagraph processing system based on the big data approach
\jour Proceedings of ISP RAS
\yr 2022
\vol 34
\issue 1
\pages 87--100
\mathnet{http://mi.mathnet.ru/tisp667}
\crossref{https://doi.org/10.15514/ISPRAS-2022-34(1)-7}
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