Invited - Heterogeneous datacenters: options and opportunities.

DAC(2016)

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摘要
In this paper we present our ongoing study and deployment efforts for enabling FPGAs in datacenters. An important focus is to provide a quantitative evaluation of a wide range of heterogeneous system designs and integration options, from low-power field-programmable SoCs to server-class computer nodes plus high-capacity FPGAs, with real system prototyping and implementation on real-life applications. In the meantime, we develop a cloud-friendly programming interface and a runtime environment for efficient accelerator deployment, scheduling and transparent resource management for integration of FPGAs for large-scale acceleration across different system integration platforms to enable \"write once, execute everywhere\".
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关键词
heterogeneous datacenters,heterogeneous system designs,low power field programmable SoC,server-class computer nodes,high-capacity FPGA,cloud-friendly programming interface,accelerator deployment,scheduling,transparent resource management,large-scale acceleration,system integration platforms
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