An FPGA-based infrastructure for fine-grained DVFS analysis in high-performance embedded systems.

DAC(2016)

引用 46|浏览61
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摘要
Emerging technologies provide SoCs with fine-grained DVFS capabilities both in space (number of domains) and time (transients in the order of tens of nanoseconds). Analyzing these systems requires cycle-accurate accounting of rapidly-changing dynamics and complex interactions among accelerators, interconnect, memory, and OS. We present an FPGA-based infrastructure that facilitates such analyses for high-performance embedded systems. We show how our infrastructure can be used to first generate SoCs with loosely-coupled accelerators, and then perform design-space exploration considering several DVFS policies under full-system workload scenarios, sweeping spatial and temporal domain granularity.
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关键词
field programmable gate array,FPGA-based infrastructure,dynamic voltage-frequency scaling,DVFS analysis,high-performance embedded system,system-on-chip,SoC,design-space exploration
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