GraphX: a resilient distributed graph system on Spark

GRADES, pp. 22013.

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massive graphgraph algorithmgraph computation taskbig graphgraph computationMore(6+)

Abstract:

From social networks to targeted advertising, big graphs capture the structure in data and are central to recent advances in machine learning and data mining. Unfortunately, directly applying existing data-parallel tools to graph computation tasks can be cumbersome and inefficient. The need for intuitive, scalable tools for graph computat...More

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