You may be interested in GraphX, which describes itself as a hybrid between the "data-parallel" approach of MapReduce and core Spark, and the "graph-parallel" a

You may be interested in GraphX, which describes itself as a hybrid between the "data-parallel" approach of MapReduce and core Spark, and the "graph-parallel" approach of Giraph, Graphlab, etc. See http://spark.apache.org/graphx/ http://spark.apache.org/graphx/. It allows you to do graph processing in Spark, and I quite like its approach.