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This paper describes a sparse priority queue suitable for reporting the results from a sequence database search, using a self-timed protocol. The prioritization is simplified through an insertion sort scheme with no greater/less than logic. The resulting implementation promises to be compact, fast, and suitable for the specified application area. The architectural design has been validated on a prototype platform with Altera Cyclone II field programmable gate array (FPGA).