A power-efficient FPGA accelerator: Systolic array with cache-coherent interface for pair-HMM algorithm

Abstract

A systolic array is known as a parallel hardware architecture applicable to a wide range of applications. Naive implementations, however, can lead to inefficient resource usage and low power performance. In this paper, we discuss two techniques for improving the hardware resource usage: flexible multi-threading and dummy data padding. The design was implemented to accelerate a pair-HMM algorithm on an FPGA with the IBM POWER8 CAPI (Coherent Accelerator Processor Interface) feature. The CAPI feature simplifies the software design for driving the FPGA accelerator. Our experimental result indicates that the implemented FPGA accelerator executing the pair-HMM algorithm achieves 33x higher power performance than a POWER8 processor chip executing the same algorithm.