Abstract : Designing FPGA-based accelerators is a difficult and time-consuming task that can be eased by High Level Synthesis Tools. To illustrate, we describe how a C-to-hardware methodology has been used to develop an efficient systolic array for the genomic sequence alignment problem. We also compare design performance with traditional HDL implementations.