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Large scale graph processing represents an interesting challenge due to the lack of locality. This paper presents Path Graph for improving iterative graph computation on graphs with billions of edges. Our system design has three unique features: First, we model a large graph using a collection of tree-based partitions and use an path-centric computation rather than vertex-centric or edge-centric computation...
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