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RP-Ring: A Heterogeneous Multi-FPGA Accelerating Solution for N-Body Simulations
Wang, Tianqi1; Jin, Xi1; Peng, Bo1; Wang CJ(王传军)2; Zheng, Linlin1
会议录名称Proceedings - 2016 IEEE 24TH ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES (FCCM)
2016-08-16
页码31-31
DOI10.1109/FCCM.2016.20
会议录编者/会议主办者IEEE
产权排序第2完成单位
收录类别EI ; CPCI
会议名称24th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2016
会议日期2016-05-01
会议地点Washington, DC, United states
会议赞助商IEEE; IEEE Comp Soc; XILINX; Microsoft; Jumptrading; ALTERA; Univ So California, Informat Sci Inst; Google; BittWare; Atomic Rules; ALGO LOGIC; VectorBlox; GRAY RES; Micron
关键词Direct-summation N-body Multi-fpga
摘要

We propose an heterogeneous multi-FPGA accelerating solution, which is called as RP-ring (Reconfigurable Processor ring), for direct-summation N-body simulation. In this solution, we try to use existing FPGA boards rather than design new specialized boards to reduce cost. It can be expanded conveniently with any available FPGA board and only requires quite low communication bandwidth between FPGA boards. The communication protocol is simple and can be implemented with limited hardware/software resource. In order to prevent the slowest board from dragging the overall performance down, we build a mathematical model to decompose workload among FPGAs. The model divide workload based on the logic resource, memory access bandwidth and communication bandwidth of each FPGA chip. We apply the solution in astrodynamics simulation and achieve two orders of magnitude speedup compared with CPU implementations. © 2016 IEEE.

资助项目Huawei Innovation Research Program[YB2015090102]
项目资助者Huawei Techonologies Co., Ltd.
语种英语
学科领域天文学
文章类型Proceedings Paper
出版者Institute of Electrical and Electronics Engineers (IEEE) Inc.
出版地345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN号978-1-5090-2356-1
URL查看原文
WOS记录号WOS:000389602200011
WOS研究方向Computer Science
WOS类目Computer Science, Information Systems ; Computer Science, Theory & Methods
EI入藏号20163802816523
EI主题词Field Programmable Gate Arrays (Fpga)
EI分类号716.1information Theory And Signal Processing - 721.1computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory - 721.2Logic Elements
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符http://ir.ynao.ac.cn/handle/114a53/9791
专题南方基地
通讯作者Jin, Xi
作者单位1.Key Laboratory of Strongly-Coupled Quantum Matter Physics, Chinese Academy of Sciences School of Physical Sciences, University of Science and Technology of China, Hefei, Anhui, China
2.Yunnan Astronomical Observatory, Chinese Academy of Sciences, Kunming, Yunnan, China
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Wang, Tianqi,Jin, Xi,Peng, Bo,et al. RP-Ring: A Heterogeneous Multi-FPGA Accelerating Solution for N-Body Simulations[C]//IEEE. 345 E 47TH ST, NEW YORK, NY 10017 USA:Institute of Electrical and Electronics Engineers (IEEE) Inc.,2016:31-31.
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