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 |
DOI | 10.1109/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 | |
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 |
推荐引用方式 GB/T 7714 | 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. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
RP-Ring_ A Heterogen(629KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 请求全文 |
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