Beyond Traditional Microprocessors for Geoscience High-Performance Computing Applications

Beyond Traditional Microprocessors for Geoscience High-Performance Computing Applications
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DOI:
10.1109/mm.2011.17
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发表时间:
2011-03
期刊:
影响因子:
3.6
通讯作者:
Olav Lindtjorn;R. Clapp;O. Pell;H. Fu;M. Flynn;O. Mencer
Olav Lindtjorn;R. Clapp;O. Pell;H. Fu;M. Flynn;O. Mencer
中科院分区:
计算机科学3区
文献类型:
--
作者:
Olav Lindtjorn;R. Clapp;O. Pell;H. Fu;M. Flynn;O. Mencer

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石油和天然气行业是高性能计算的主要用户,地球科学计算周期由相对较少且定义良好的内核主导。该项目使用基于FPGA的硬件探索加速地球科学应用程序,优化算法和硬件以实现最高性能。与常规的HPC节点相比,这种方法可以提供20至70倍的加速。
The oil and gas industry is a major user of high-performance computing, and geoscience computational cycles are dominated by kernels that are relatively few and well defined. This project explores accelerating geoscience applications using FPGA-based hardware, optimizing the algorithm and the hardware to achieve maximum performance. This approach can deliver speedup of 20 to 70 times compared with a conventional HPC node.