Performance-Driven System Generation for Distributed Vertex-Centric Graph Processing on Multi-FPGA Systems

Nina Engelhardt, C.-H. Dominic Hung, Hayden Kwok-Hay So
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引用次数: 3

Abstract

In this paper, we present a multi-FPGA graph processing framework and an accompanying performance model. Our framework emphasizes programmability, requiring minimal user input beyond providing the application kernel and the dataset. The framework predicts the performance of the system based on the algorithm characteristics and problem size and automatically selects the optimal FPGA configuration. We implement our system on an experimental 4-FPGA platform and compare the results to the predicted performance.
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多fpga系统中分布式以顶点为中心的图形处理的性能驱动系统生成
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Performance-Driven System Generation for Distributed Vertex-Centric Graph Processing on Multi-FPGA Systems "All programmable FPGA, providing hardware efficiency to software programmers" The evolution of architecture exploration of programmable devices Virtex-6 and Spartan-6, plus a look into the future In search of agile hardware
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