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Dynamic Power Reduction of FPGA-based Reconfigurable Computers using Precomputation

机译:使用预计算动态降低基于FPGA的可重构计算机的功耗

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This paper examines the effectiveness of employing precomputation techniques to reduce power consumption of field configurable computing systems. Multiplier is modified with precomputation techniques and are implemented using commercial off-the-shelf FPGAs. Precomputation techniques reduce dynamic power consumption of a module by eliminating unnecessary signal switching activities in inactive portions of the modules. Experiments have shown that up to 52% of logic and signal power consumption can be reduced in multiplier module. Furthermore, when compared to ASIC implementations, FPGA implementations of precomputation modules have the advantage of lower area overhead as most of them can be implemented using originally unoccupied related FPGA resources. Finally, it was found that the effectiveness of precomputation depends heavily on the input data statistics. It is expected that compilers for future reconfigurable computers may take full advantage of such power saving techniques by optimizing the architecture according to data input statistics.
机译:本文研究了采用预计算技术来降低现场可配置计算系统功耗的有效性。乘法器通过预计算技术进行了修改,并使用现成的商用FPGA实现。预计算技术通过消除模块非活动部分中不必要的信号切换活动来减少模块的动态功耗。实验表明,乘法器模块可以减少多达52%的逻辑和信号功耗。此外,与ASIC实现方案相比,预计算模块的FPGA实现方案具有较低的区域开销的优势,因为它们中的大多数都可以使用最初未占用的相关FPGA资源来实现。最后,发现预计算的有效性在很大程度上取决于输入数据的统计数据。可以预期,未来的可重配置计算机的编译器可以通过根据数据输入统计信息优化体系结构来充分利用这种节能技术。

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