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Development of Heterogeneous-Computing Platform with Custom Accelerators for Embedded HPC Applications

Research Project

Project/Area Number 24300013
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Computer system/Network
Research InstitutionTohoku University

Principal Investigator

Hariyama Masanori  東北大学, 情報科学研究科, 准教授 (10292260)

Co-Investigator(Renkei-kenkyūsha) Waidyasooriya Hasitha Muthumala  東北大学, 情報科学研究科, 助教 (60723533)
Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥15,730,000 (Direct Cost: ¥12,100,000、Indirect Cost: ¥3,630,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2012: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Keywordsリコンフィギャラブルコンピューティング / FPGA / カスタムアクセラレータ / ビッグデータ処理 / 高性能計算 / OpenCL / リコンフギャラブルコンピューティング / ビッグデータ / 大規模計算 / 並列処理 / リコンフィギャラブルシステム / 高位合成 / GPU
Outline of Final Research Achievements

This research is aiming at design technologies for a heterogeneous computing platform consisting of CPU cores, GPUs, and FPGAs. FPGAs allows us to build the application-specific accelerators since it's datapath can be reconfigured by programming after fabrication. One major difficulty in designing the heterogeneous computing platform is to find task allocation maximizing the performance and to design the FPGA datapath as easily as possible. In order to solve this problem, we develop high-level synthesis technologies for the heterogeneous computing platform.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (28 results)

All 2016 2015 2014 2013 2012 Other

All Journal Article (7 results) (of which Peer Reviewed: 7 results,  Open Access: 3 results,  Acknowledgement Compliant: 2 results) Presentation (21 results) (of which Int'l Joint Research: 5 results,  Invited: 2 results)

  • [Journal Article] Hardware-Oriented Succinct-Data-Structure for Text Processing Based on Block-Size-Constrained Compression2016

    • Author(s)
      Hasitha Muthumala Waidyasooriya, Daisuke Ono and Masanori Hariyama
    • Journal Title

      International Journal of Computer Information Systems and Industrial Management Applications

      Volume: 8 Pages: 1-11

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Data-Transfer-Aware Design of an FPGA-Based Heterogeneous Multicore Platform with Custom Accelerators2015

    • Author(s)
      Yasuhiro Takei, Hasitha Muthumala Waidyasooriya, Masanori Hariyama and Michitaka Kameyama
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E98.A Issue: 12 Pages: 2658-2669

    • DOI

      10.1587/transfun.E98.A.2658

    • NAID

      130005111969

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] FDTD Acceleration for Cylindrical Resonator Design Based on the Hybrid of Single and Double Precision Floating-Point Computation2014

    • Author(s)
      Hasitha Muthumala Waidyasooriya, Masanori Hariyama, Yasuhiro Takei, and Michitaka Kameyama
    • Journal Title

      Journal of Computational Engineering

      Volume: 2014 Pages: 1-8

    • DOI

      10.1155/2014/634269

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Evaluation of an FPGA-Based Heterogeneous Multicore Platform with SIMD/MIMD Custom Accelerators2013

    • Author(s)
      Yasuhiro Takei, Hasitha Muthumala WAIDYASOORIYA, Masanori Hariyama, Michitaka Kameyama
    • Journal Title

      IEICE Transaction on Information and Systems

      Volume: E96-A,No.12 Pages: 2576-2586

    • NAID

      130003385311

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] rchitecture of an Asynchronous FPGA for Handshake-Component-Based Design2013

    • Author(s)
      Yoshiya Komatsu, Masanori Hariyama, Michitaka Kameyama
    • Journal Title

      IEICE Transaction on Information and Systems

      Volume: Vol.E96-D, No.8 Pages: 1632-1644

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Acceleration of Block Matching on a Low-Power Heterogeneous Multi-Core Processor Based on DTU Data-Transfer with Data Re-Allocation2012

    • Author(s)
      Yoshitaka Hiramatsu, Hasitha Muthumala Waidyasooriya, Masanori Hariyama, Toru Nojiri, Kunio Uchiyaroa, Michitaka Kameyama
    • Journal Title

      IEICE Transactions on Electronics

      Volume: E95.C Issue: 12 Pages: 1872-1882

    • DOI

      10.1587/transele.E95.C.1872

    • NAID

      10031161435

    • ISSN
      0916-8524, 1745-1353
    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Platform and Mapping Methodology for Heterogeneous Multicore Processors2012

    • Author(s)
      Masanori Hariyama, Hasitha Muthumala Waidyasooriya, Yasuhiro Takei, Michitaka Kameyama
    • Journal Title

      Interdisciplinary Information Sciences

      Volume: 18 Issue: 2 Pages: 175-184

    • DOI

      10.4036/iis.2012.175

    • NAID

      130002531678

    • ISSN
      1340-9050, 1347-6157
    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] FPGA Architecture for 3-D FDTD Acceleration Using OpenCL2016

    • Author(s)
      Hasitha Muthumala Waidyasooriya, Masanori Hariyama and Yasuo Ohtera
    • Organizer
      Progress in Electromagnetics Research Symposium (PIERS)
    • Place of Presentation
      Shanghai, CHINA
    • Year and Date
      2016-08-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] Hardware-Oriented Succinct-Data-Structure based on the Block-Size-Constrained Compression2015

    • Author(s)
      Hasitha Waidyasooriya, Daisuke Ono and Masanori Hariyama
    • Organizer
      Soft computing and Pattern Recognition(SoCPaR)
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2015-11-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] FPGA-Oriented Design of an FDTD Accelerator Based on Overlapped Tiling2015

    • Author(s)
      Yasuhiro Takei, Hasitha Muthumala Waidyasooriya, Masanori Hariyama, Michitaka Kameyama
    • Organizer
      International Conference on Parallel and Distributed Processing Techniques and Applications(PDPTA)
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of an FPGA-Based Shortest-Path-Search Accelerator2015

    • Author(s)
      Yasuhiro Takei, Masanori Hariyama, Michitaka Kameyama
    • Organizer
      International Conference on Parallel and Distributed Processing Techniques and Applications(PDPTA)
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An FPGA Architecture for Text Search Using a Wavelet-Tree-Based Succinct-Data-Structure2015

    • Author(s)
      Hasitha Muthumala Waidyasooriya, Daisuke Ono, Masanori Hariyama, Michitaka Kameyama
    • Organizer
      International Conference on Parallel and Distributed Processing Techniques and Applications(PDPTA)
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] OpenCL-based Design of an FPGA Accelerator for Phase-Based Correspondence Matching2015

    • Author(s)
      Shunsuke Tatsumi, Masanori Hariyama, Mamoru Miura, Koichi Ito, Takafumi Aoki
    • Organizer
      International Conference on Parallel and Distributed Processing Techniques and Applications(PDPTA)
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Efficient Data Transfer Scheme Using Word-Pair-Encoding-Based Compression for Large-Scale Text-Data Processing2014

    • Author(s)
      Daisuke Ono
    • Organizer
      IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)
    • Place of Presentation
      Okinawa, Japan
    • Year and Date
      2014-11-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] An SIMD Architecture for Shortest-Path Search and Its FPGA Implementation2014

    • Author(s)
      Yasuhiro Takei
    • Organizer
      International Conference on Parallel and Distributed Processing Techniques and Applications(PDPTA)
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Year and Date
      2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Design of an FPGA-Based FDTD Accelerator Using OpenCL2014

    • Author(s)
      Yasuhiro Takei
    • Organizer
      International Conference on Parallel and Distributed Processing Techniques and Applications(PDPTA)
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Year and Date
      2014-07-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 大規模計算応用のためのカスタムアクセラレータの展望 ~ 応用・アーキテクチャ・回路 ~2014

    • Author(s)
      張山昌論
    • Organizer
      電子情報通信学会技術報告(信学技報)
    • Place of Presentation
      仙台
    • Year and Date
      2014-06-11
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] FPGA-Accelerator for DNA Sequence Alignment Based on an Efficient Data-Dependent Memory Access Scheme2014

    • Author(s)
      Hasitha Waidyasooriya, Masanori Hariyama and Michitaka Kameyama
    • Organizer
      International Symposium on Highly-Efficient Accelerators and Reconfigurable Technologies(HEART)
    • Place of Presentation
      Sendai, Japan
    • Year and Date
      2014-06-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] 人間中心のリアル・ワールド知能システムのための計算技術2012

    • Author(s)
      張山昌論
    • Organizer
      電子情報通信学会技術報告(信学技報)
    • Place of Presentation
      ホテルルイズ,岩手県盛岡市
    • Year and Date
      2012-10-18
    • Related Report
      2012 Annual Research Report
  • [Presentation] FPGA/GPUアクセラレータを有する高性能計算向けヘテロジニアスプラットフォームと2-DFDTDへの応用2012

    • Author(s)
      張山昌論
    • Organizer
      電子情報通信学会技術報告(信学技報)
    • Place of Presentation
      立命館大学,滋賀県草津市
    • Year and Date
      2012-09-19
    • Related Report
      2012 Annual Research Report
  • [Presentation] Hybrid Single/Double Precision Floating-Point Computation on GPU Accelerators for 2-D FDTD2012

    • Author(s)
      Hasitha Muthumala Waidyasooriya
    • Organizer
      International Conference on Parallel and Distributed Processing Techniques and Applications
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Year and Date
      2012-07-16
    • Related Report
      2012 Annual Research Report
  • [Presentation] Low-Power Heterogeneous Platform for High Performance Computing and Its Application to 2D-FDTD Computation2012

    • Author(s)
      Hasitha Muthumala Waidyasooriya
    • Organizer
      International Conference on Engineering of Reconfigurable Systems and Algorithms
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Year and Date
      2012-07-16
    • Related Report
      2012 Annual Research Report
  • [Presentation] Implementation of a Custom Hardware-Accelerator for Short-read Mapping Using Burrows-Wheeler Alignment

    • Author(s)
      Hasitha Muthumala Waidyasooriya, Masanori Hariyama and Michitaka Kameyama
    • Organizer
      Proc. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS)
    • Place of Presentation
      Osaka, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Heterogeneous Multicore Platform with Accelerator Templates and Its Implementation on an FPGA with Hard-core CPUs

    • Author(s)
      Yasuhiro Takei, Hasitha Muthumala Waidyasooriya, Masanori Hariyama and Michitaka Kameyama
    • Organizer
      Proc. International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA)
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] educing Floating-Point Error Based on Residue-Preservation and Its Evaluation on an FPGA

    • Author(s)
      Hasitha Muthumala Waidyasooriya, Hirokazu Takahashi, Yasuhiro Takei, Masanori Hariyama and Michitaka Kameyama
    • Organizer
      Proc. International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA)
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] An Area-Efficient Asynchronous FPGA Architecture for Handshake-Component-Based Design

    • Author(s)
      Yoshiya KOMATSU, Masanori HARIYAMA and Michitaka KAMEYAMA
    • Organizer
      Proc. International Conference on Engineering of Reconfigurable Systems and Algorithms (ERSA)
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] OpenCLを用いたFPGAベースFDTDアクセラレータの設計

    • Author(s)
      武井康浩,ハシタ ムトゥマラ ウィシディスーリヤ,張山昌論,亀山充隆
    • Organizer
      電子情報通信学会技術報告(信学技報) EST
    • Place of Presentation
      東北大学,仙台,日本
    • Related Report
      2013 Annual Research Report
  • [Presentation] 人にやさしい応用を拓く「計算」技術

    • Author(s)
      張山昌論
    • Organizer
      IEEE CASS Kansai Chapter 技術講演会
    • Place of Presentation
      神戸大学,神戸,日本
    • Related Report
      2013 Annual Research Report
    • Invited

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Published: 2012-04-24   Modified: 2019-07-29  

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