Carlos Guestrin

GraphGen: An FPGA framework for vertex-centric graph computation

Vertex-centric graph computations are widely used in many machine learning and data mining applications that operate on graph data structures. This paper presents GraphGen, a vertex-centric framework that targets FPGA for hardware acceleration of …