GraphX: Unifying Data-Parallel and Graph-Parallel Analytics

CoRR, 2014.

Cited by: 79|Bibtex|Views79|Links
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Abstract:

From social networks to language modeling, the growing scale and importance of graph data has driven the development of numerous new graph-parallel systems (e.g., Pregel, GraphLab). By restricting the computation that can be expressed and introducing new techniques to partition and distribute the graph, these systems can efficiently exe...More

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