A hardware framework for on-chip FPGA acceleration

A hardware framework for on-chip FPGA acceleration
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片上FPGA加速的硬件框架

DOI:
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发表时间:
2016
期刊:
International Symposium on Intelligent Control
影响因子:
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通讯作者:
M. Re
M. Re
中科院分区:
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文献类型:
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作者:
A. Lomuscio;G. Cardarilli;A. Nannarelli;M. Re

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本文提出了一种在可重构平台上动态加载硬件加速器的新框架。在提供专用处理器库的情况下,我们将特定的处理器动态加载到FPGA中,并将执行从CPU转移到基于FPGA的加速器。结果表明,在处理器旁边放置可重构结构的片上系统上,所提出的加速框架可以获得显著的加速效果。这种加速既是由于特定于应用程序的处理器的内在加速,也是因为增加了并行度。
In this work, we present a new framework to dynamically load hardware accelerators on reconfigurable platforms (FPGAs). Provided a library of application-specific processors, we load on-the-fly the specific processor in the FPGA, and we transfer the execution from the CPU to the FPGA-based accelerator. Results show that significant speed-up can be obtained by the proposed acceleration framework on system-on-chips where reconfigurable fabric is placed next to the CPUs. The speed-up is due to both the intrinsic acceleration in the application-specific processors, and to the increased parallelism.