Hardware/Software Co-Design for Matrix Computations on Reconfigurable Computing Systems

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Provided by: Institute of Electrical & Electronic Engineers
Topic: Hardware
Format: PDF
Recently, reconfigurable computing systems have been built which employ Field-Programmable Gate Arrays (FPGAs) as hardware accelerators for general-purpose processors. These systems provide new opportunities for scientific computations. However, the co-existence of the processors and the FPGAs in such systems also poses new challenges to application developers. In this paper, the authors investigate a design model for hybrid designs, that is, designs that utilize both the processors and the FPGAs. The model characterizes a reconfigurable computing system using various system parameters, including the floating-point computing power of the processor and the FPGA, the number of nodes, the memory bandwidth and the network bandwidth.
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