FPGAとOpenCLによる高性能計算

• Material Type: 博士論文
• Title: FPGAとOpenCLによる高性能計算
• Author/Editor: ZOHOURI, Hamid Reza
• Author Heading: ZOHOURI, Hamid Reza
• Publication Date: 2018-09
• Publication Date (W3CDTF): 2018-09
• Alternative Title: High Performance Computing with FPGAs and OpenCL
• Degree grantor/type: 東京工業大学
• Date Granted: 2018-09-20
• Date Granted (W3CDTF): 2018-09-20
• Dissertation Number: 甲第11010号
• Degree Type: 博士(学術)
• Conferring No. (Dissertation): 甲第11010号
• Text Language Code: eng
• Subject Heading: FPGA, OpenCL, HPC, Stencil
• Target Audience: 一般
• Note (General): In this work we evaluate the potential of FPGAs for accelerating HPC workloads as a more power-efficient alternative to GPUs. Using High-Level Synthesis and a large set of optimization techniques, we show that FPGAs can achieve better performance than CPUs, and better power efficiency than both CPUs and GPUs for typical HPC workloads. Furthermore, we show that for the specific case of stencil computation, the unique architectural advantages of FPGAs allow them to surpass high-end CPU, Xeon Phi and GPU devices. Unlike previous work, our FPGA-based stencil accelerator combines spatial blocking with temporal blocking to achieve high performance without restricting input size. With support for high-order stencils, we achieve the highest single-FPGA performance for 2D and 3D stencil computation of any order, to this day.; identifier:oai:t2r2.star.titech.ac.jp:50420964
• Persistent ID (NDL): info:ndljp/pid/11362515; https://dl.ndl.go.jp/pid/11362515
• Collection: 障害者向け資料
• Collection (Materials For Handicapped People:1): テキストデータ
• Collection (particular): 国立国会図書館デジタルコレクション > デジタル化資料 > 博士論文; https://dl.ndl.go.jp/collections/A00014
• Acquisition Basis: 博士論文（自動収集）
• Date Accepted (W3CDTF): 2019-10-04T14:36:02+09:00
• Date Created (W3CDTF): 2018-08-21
• Format (IMT): application/pdf
• Access Restrictions: 国立国会図書館内限定公開
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• Availability of remote photoduplication service: 可
• Periodical Title (URI): http://t2r2.star.titech.ac.jp/cgi-bin/publicationinfo.cgi?q_publication_content_number=CTT100770460
• Data Provider (Database): 国立国会図書館 : 国立国会図書館デジタルコレクション; https://dl.ndl.go.jp

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2021-05-17 再収集