Computing Models for FPGA-Based Accelerators.

Computing Models for FPGA-Based Accelerators.
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DOI:
10.1109/mcse.2008.143
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发表时间:
2008-10-17
影响因子:
2.1
通讯作者:
Chiu M
Chiu M
中科院分区:
计算机科学4区
文献类型:
--
作者:
Herbordt MC;Gu Y;Vancourt T;Model J;Sukhwani B;Chiu M

文献摘要

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现场可编程门阵列被广泛认为是计算密集型应用的加速器。FPGA应用程序开发的一个关键阶段是找到并映射到适当的计算模型。FPGA计算使模型具有高度灵活的细粒度并行性和关联操作,如广播和集体响应。几个案例研究表明,使用这些计算模型在开发分子建模的FPGA应用程序的有效性。
Field-programmable gate arrays are widely considered as accelerators for compute-intensive applications. A critical phase of FPGA application development is finding and mapping to the appropriate computing model. FPGA computing enables models with highly flexible fine-grained parallelism and associative operations such as broadcast and collective response. Several case studies demonstrate the effectiveness of using these computing models in developing FPGA applications for molecular modeling.