492 citations · 1.5k across the 65 of their papers we have counts for
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cs.DB2015★ 10 cited
Asynchronous Complex Analytics in a Distributed Dataflow Architecture
Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan +4
Scalable distributed dataflow systems have recently experienced widespread adoption, with commodity dataflow engines such as Hadoop and Spark, and even commodity SQL engines routin…
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)…