85 citations · 273 across the 9 of their papers we have counts for
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cs.DB2014★ 85 cited
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox
Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez +5
To support complex data-intensive applications such as personalized recommendations, targeted advertising, and intelligent services, the data management community has focused heavi…
cs.DB2014★ 57 cited
GraphX: Unifying Data-Parallel and Graph-Parallel Analytics
Reynold S. Xin, Daniel Crankshaw, Ankur Dave +3
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)…