Large Utility Sorting on FPGAs
Kristiyan Manev, Dirk Koch · 2018
This paper presents a merge sorter able of merging thousands of streams in a single run where the logic cost scales logarithmic with the number of streams merged. Moreover, we apply several performance tuning techniques, including speculative execution, deep pipelining and optimized communication schemes between processing elements. An end-to-end case study utilizing a Xilinx VC709 board merges 2048 sequences of the Graysort benchmark between two DRAMs at 9.5GB/s or 1024 sequences at 10.3GB/s effective throughput.