Reconfigurable hardware solution to parallel prefix computation

被引:4
|
作者
Park, Jin Hwan [1 ]
Dai, H. K. [2 ]
机构
[1] SUNY Albany, Dept Comp Sci, New Paltz, NY 12561 USA
[2] Oklahoma State Univ, Dept Comp Sci, Stillwater, OK 74078 USA
来源
JOURNAL OF SUPERCOMPUTING | 2008年 / 43卷 / 01期
关键词
parallel prefix computation; reconfigurable hardware; field-programmable gate arrays; dataflow; pipeline;
D O I
10.1007/s11227-007-0137-1
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents the design and implementation of an efficient reconfigurable parallel prefix computation hardware on field-programmable gate arrays (FPGAs). The design is based on a pipelined dataflow algorithm, and control logic is added to reconfigure the system for arbitrary parallelism degree. The system receives multiple input streams of elements in parallel and produces output streams in parallel. It has an advantage of controlling the degree of parallelism explicitly at run time. The time complexity of the design is O(d+(N-d)/d), where d and N are parallelism degree and stream size, respectively. When the stream size is sufficiently larger than the initial trigger time of the pipeline (d), the time complexity becomes O(N/d). Unlike the prefix computation circuits found in the literature, the design is scalable for different problem sizes including unknown sized data. The design is modular based on a finite state machine, and implemented and tested for target FPGA devices Xilinx Spartan2S XC2S300EFT256-6Q and XC2S600EFG676-6.
引用
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页码:43 / 58
页数:16
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