SKT is a C++-implemented HLS kernel for computing multiple sketches (HyperLogLog, Fast-AGMS and Count-Min) over the data input in one pass. This complete set is accommodated on a single Alveo U250 accelerator card operated under the Xilinx QDMA shell without backpressure on the PCIe data link. A detailed anylysis of possible design trade-offs in terms of sketch dimensions and input bandwidth will be shared shortly.
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A One-Pass Multi-Sketch Data Analytics Accelerator
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