Swift uses a decoupled, asynchronous Gather-Apply-Scatter pipeline to scale graph analytics across multiple FPGAs in one node, reporting up to 12x speedup over the ForeGraph framework and 2.6x better energy efficiency than Gunrock on A40 GPUs.
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Swift: A Multi-FPGA Framework for Scaling Up Accelerated Graph Analytics
Swift uses a decoupled, asynchronous Gather-Apply-Scatter pipeline to scale graph analytics across multiple FPGAs in one node, reporting up to 12x speedup over the ForeGraph framework and 2.6x better energy efficiency than Gunrock on A40 GPUs.