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ReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines
[article]
2022
arXiv
pre-print
The use of FPGAs for efficient graph processing has attracted significant interest. Recent memory subsystem upgrades including the introduction of HBM in FPGAs promise to further alleviate memory bottlenecks. However, modern multi-channel HBM requires much more processing pipelines to fully utilize its bandwidth potential. Existing designs do not scale well, resulting in underutilization of the HBM facilities even when all other resources are fully consumed. In this paper, we re-examined the
arXiv:2203.02676v1
fatcat:yvkfsuxstnhczbjevtnnqpuzge