A meta-graph approach to analyze subgraph-centric distributed programming models

Component-centric distributed graph processing models that use bulk synchronous parallel (BSP) execution have grown popular. These overcome short-comings of Big Data platforms like Hadoop for processing large graphs. However, literature on formal analysis of these component-centric abstractions for...

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Vydané v:	2016 IEEE International Conference on Big Data (Big Data) s. 37 - 47
Hlavní autori:	Dindokar, Ravikant, Choudhury, Neel, Simmhan, Yogesh
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.12.2016
Predmet:	Algorithm design and analysis Analytical models Big data Computational modeling Data models Partitioning algorithms Programming
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