• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Source-level parallelization system for CPU/GPU combined heterogeneous architecture

Research Project

Project/Area Number 25330055
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Computer system
Research InstitutionUtsunomiya University

Principal Investigator

Baba Takanobu  宇都宮大学, オプティクス教育研究センター, 教授 (70092616)

Co-Investigator(Kenkyū-buntansha) 大津 金光  宇都宮大学, 工学(系)研究科(研究院), 准教授 (00292574)
Co-Investigator(Renkei-kenkyūsha) YOKOTA Takashi  宇都宮大学, 大学院工学研究科, 教授 (90334078)
OHKAWA Takeshi  宇都宮大学, 大学院工学研究科, 助教 (80392596)
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
KeywordsCPU/GPU混載プロセッサ / 実行プロファイリング / 自動並列化 / 計算機システム
Outline of Final Research Achievements

The increase of transistor count allows us to implement multicore-CPU and GPU combined heterogeneous architecture on a single chip. We have designed a source-level loop parallelization system framework for the heterogeneous architecture. Following the designed framework, we have developed a path and data-dependency profiling tool using Valgrind. By applying the system to benchmark programs, we have clarified the characteristics of each loop of the programs and showed that we can utilize the profiled results to determine the parallelizing scheme on heterogeneous architecture

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (27 results)

All 2017 2016 2015 2014 2013 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (23 results) (of which Int'l Joint Research: 5 results) Book (1 results)

  • [Journal Article] Accelerating sequential programs on commodity multi-core processors2014

    • Author(s)
      Yuan-ming Zhang, Xiao Gang, Takanobu Baba
    • Journal Title

      Journal of Parallel and Distributed Computing

      Volume: Vol.74, Issue 4 Issue: 4 Pages: 2257-2265

    • DOI

      10.1016/j.jpdc.2013.12.009

    • Related Report
      2014 Research-status Report 2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Distributed Calculation Method for Large Pixel Number Holograms by Decomposition of Object and Hologram Planes2014

    • Author(s)
      Boaz Jessie Jackin, Hiroaki Miyata, Takeshi Ohkawa, Kanemitsu Ootsu, Takashi Yokota, Yoshio Hayasaki, Toyohiko Yatagai, Takanobu Baba
    • Journal Title

      Optics Letter

      Volume: 39 Pages: 6867-6870

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] An automatic thread decomposition approach for pipelined multithreading2013

    • Author(s)
      Yuanming Zhang, Kanemitsu Ootsu, Takashi Yokota, Takanobu Baba
    • Journal Title

      International Journal of High Performance Computing and Networking

      Volume: Vol.7, No.3 Issue: 3 Pages: 227-237

    • DOI

      10.1504/ijhpcn.2013.056526

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Two-Level Controlled Parallel Reconfigurable Architecture2017

    • Author(s)
      Takanobu Baba, Kanemitsu Ootsu
    • Organizer
      First Workshop on Pioneering Processor Paradigms (WP3)
    • Place of Presentation
      Austin, Texas, USA
    • Year and Date
      2017-02-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] GPUによるオブジェクト分割フレネルホログラム生成処理の最適化検討2017

    • Author(s)
      渡邉 晋平,ボアズ ジェシー ジャッキン,大川 猛,大津 金光,横田 隆史, 早崎 芳夫,谷田貝 豊彦,馬場 敬信
    • Organizer
      信学技報, CPSY2016-121
    • Place of Presentation
      慶應義塾大学
    • Year and Date
      2017-01-24
    • Related Report
      2016 Annual Research Report
  • [Presentation] 多重ループの動的挙動解析のためのループブロックを導入したパスプロファイラの実2017

    • Author(s)
      菊池 祐貴,大津 金光,馬場 敬信,横田 隆史,大川 猛
    • Organizer
      信学技報, CPSY2016-121, pp.103-108
    • Place of Presentation
      慶應義塾大学
    • Year and Date
      2017-01-24
    • Related Report
      2016 Annual Research Report
  • [Presentation] Object decomposition method for acceleration of large-scale hologram calculations on GPU-clusters2016

    • Author(s)
      Takanobu Baba, Boaz Jessie Jackin, Shinpei Watanabe, Kanemitsu Ootsu, Takeshi Ohkawa, Takashi Yokota, Yoshio Hayasaki, Toyohiko Yatagai
    • Organizer
      IEEE International Conference on Computational Photography (ICCP 2016), poster
    • Place of Presentation
      シカゴ
    • Year and Date
      2016-05-14
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Object decomposition method for acceleration of large-scale hologram calculations on GPU-clusters2016

    • Author(s)
      Takanobu Baba, Boaz Jessie Jackin, Shinpei Watanabe, Kanemitsu Ootsu, Takeshi Ohkawa, Takashi Yokota, Yoshio Hayasaki, Toyohiko Yatagai
    • Organizer
      IEEE International Conference on Computational Photography (ICCP 2016)
    • Place of Presentation
      Northwestern Univ., USA
    • Year and Date
      2016-05-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ヘテロジニアスメニーコアプロセッサにおける最適並列処理の決定方式に関する検討2016

    • Author(s)
      菊池 祐貴, 大津 金光,馬場 敬信, 大川 猛,横田 隆史
    • Organizer
      情報処理学会 第78回全国大会 講演論文集
    • Place of Presentation
      東京
    • Year and Date
      2016-03-12
    • Related Report
      2015 Research-status Report
  • [Presentation] 大規模計算機ホログラム生成プログラムのマルチGPUを用いた高速化2016

    • Author(s)
      渡邉 晋平,Boaz Jessie Jackin,大川 猛,大津 金光,横田 隆史, 早崎 芳夫,谷田貝 豊彦,馬場 敬信
    • Organizer
      情報処理学会 第78回全国大会 講演論文集
    • Place of Presentation
      東京
    • Year and Date
      2016-03-11
    • Related Report
      2015 Research-status Report
  • [Presentation] Decomposition method for acceleration of large scale CGH calculation on distributed computing machines2016

    • Author(s)
      Jackin Boaz Jessie, Shinpei Watanabe, Takeshi Ohkawa, Kanemitsu Ootsu, Takashi Yokota, Yoshio Hayasaki, Toyohiko Yatagai, Takanobu Baba
    • Organizer
      Photonics West-2016
    • Place of Presentation
      サンフランシスコ
    • Year and Date
      2016-02-16
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Acceleration of large scale Fresnel CGH computation on distributed machines using decomposition method2015

    • Author(s)
      Boaz Jessie Jackin, Hiroaki Miyata, Yoshio Hayasaki, Toyohiko Yatagai, Takeshi Ohkawa, Kanemitsu Ootsu, Takashi Yokota, Takanobu Baba
    • Organizer
      日本光学会年次学術講演会 (Optics and Photonics Japan 2015)
    • Place of Presentation
      東京
    • Year and Date
      2015-10-28
    • Related Report
      2015 Research-status Report
  • [Presentation] Empirical Performance Study of Speculative Parallel Processing on Commercial Multi-core CPU with Hardware Transactional Memory2015

    • Author(s)
      Kanemitsu Ootsu, Yutaka Matsuno, Takeshi Ohkawa, Takashi Yokota, Takanobu Baba
    • Organizer
      Second Workshop on Software Engineering for Parallel Systems (SEPS)
    • Place of Presentation
      ピッツバーグ
    • Year and Date
      2015-10-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Consideration of Loop Parallelization on Heterogeneous Multicore Architecture Using Path and Data Dependence Profiling2014

    • Author(s)
      Takanobu Baba, Kazuki Ohshima, Kanemitsu Ootsu, Takeshi Ohkawa, Takashi Yokota
    • Organizer
      Proc. 1st Workshop on Software Engineering for Parallel Systems (SEPS)
    • Place of Presentation
      Portland, Oregon, USA
    • Year and Date
      2014-10-20 – 2014-10-24
    • Related Report
      2014 Research-status Report
  • [Presentation] プログラム実行パス間のデータ依存を解析するためのパスプロファイラの実現2014

    • Author(s)
      大島 一輝,大津 金光,馬場 敬信, 大川 猛,横田 隆史
    • Organizer
      電子情報通信学研究会
    • Place of Presentation
      新潟市
    • Year and Date
      2014-07-30
    • Related Report
      2014 Research-status Report
  • [Presentation] マルチGPU環境における大規模データの分割による2D-FFT処理手法の検討2014

    • Author(s)
      宮田 裕章,Boaz Jessie Jackin,大川 猛,大津 金光,横田 隆史, 早崎 芳夫,谷田貝 豊彦,馬場 敬信
    • Organizer
      電子情報通信学研究会
    • Place of Presentation
      新潟市
    • Year and Date
      2014-07-29
    • Related Report
      2014 Research-status Report
  • [Presentation] A decomposition method for fast calculation of large scale CGH on distributed machines2014

    • Author(s)
      Boaz Jessie Jackin, Hiroaki Miyata, Takanobu Baba, Takeshi Ohkawa, Kanemitsu Ootsu, Takashi Yokota, Yoshio Hayasaki, Toyohiko Yatagai,
    • Organizer
      Imaging and Applied Optics 2014
    • Place of Presentation
      Seattle, USA
    • Year and Date
      2014-07-13 – 2014-07-17
    • Related Report
      2014 Research-status Report
  • [Presentation] Parallel Computation Method for Large-Scale Computer-Generated Holograms by Decomposition of Object and Hologram Planes2014

    • Author(s)
      Boaz Jessie Jackin, Hiroaki Miyata, Takeshi Ohkawa, Kanemitsu Ootsu, Takashi Yokota, Takanobu Baba, Yoshio Hayasaki and Toyohiko Yatagai
    • Organizer
      Proc. International Conference on Optics and Oproelectronics (ICOL-2014)
    • Place of Presentation
      Dehradun, Uttarakhand, India
    • Related Report
      2013 Research-status Report
  • [Presentation] Interpolation-Based Object Decomposition and Parallel Computation Method for Large-Scale Computer-Generated Hologram2014

    • Author(s)
      Takanobu Baba, Hiroaki Miyata, Boaz Jessie Jackin, Takeshi Ohkawa, Kanemitsu Ootsu, Takashi Yokota, Yoshio Hayasaki, Toyohiko Yatagai
    • Organizer
      Proc. 12th IASTED International Conference on Parallel and Distributed Computing and Networks (PDCN 2014)
    • Place of Presentation
      Innsbluck, Austria
    • Related Report
      2013 Research-status Report
  • [Presentation] Exploration of Highly Accurate Path Prediction Mechanism using Detailed Path History2013

    • Author(s)
      Hiroyoshi Jutori, Takanobu Baba, Kanemitsu Ootsu,Takeshi Ohkawa, Takashi Yokota
    • Organizer
      Proc. 1st International Symposium on Computing and Networking ― Across Practical Development and Theoretical Research ― (CANDAR'13)
    • Place of Presentation
      Matsuyama, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Proposal of Fast Calculation for Large-Scale Fresnel Hologram using Interpolation Method2013

    • Author(s)
      Boaz Jessie Jackin, Hiroaki Miyata, Yoshio Hayasaki, Toyohiko Yatagai, Takeshi Ohkawa, Kanemitsu Ootsu, Takashi Yokota, Takanobu Baba
    • Organizer
      IWH 201 Digests (International Workshop on Holography and Related Technologies 2013)
    • Place of Presentation
      Kitami Institute of Technology, Hokkaido
    • Related Report
      2013 Research-status Report
  • [Presentation] Reconfigurable and Hardwired ORB Engine on FPGA by Java-to-HDL Synthesizer for Realtime Application2013

    • Author(s)
      Takeshi Ohkawa, Daichi Uetake, Takashi Yokota, Kanemitsu Ootsu, Takanobu Baba
    • Organizer
      Proc. 4th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART 2013)
    • Place of Presentation
      Edinburgh, Scotland
    • Related Report
      2013 Research-status Report
  • [Presentation] Valgrindを用いたループイテレーション間依存を検出するプロファイラの開発

    • Author(s)
      大島 一輝,馬場 敬信,大津 金光,大川 猛,横田 隆史
    • Organizer
      情報処理学会 第76回全国大会講演論文集
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] GPUを用いた大規模計算機ホログラム生成プログラムの最適化

    • Author(s)
      宮田 裕章,Boaz Jessie Jackin,大川 猛,大津 金光,横田 隆史,早崎 芳夫,谷田貝 豊彦,馬場 敬信
    • Organizer
      情報処理学会 第76回全国大会講演論文集
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 補間法による大規模計算機ホログラム生成のGPU による高速化

    • Author(s)
      宮田 裕章,Boaz Jessie Jackin,大川 猛,大津 金光,横田 隆史,早崎 芳夫,谷田貝 豊彦,馬場 敬信
    • Organizer
      日本光学会年次学術講演会(Optics & Photonics Japan 2013),講演番号 13pPD5
    • Place of Presentation
      Nara, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] ループにおけるパス予測と分岐予測の関連性についての考察

    • Author(s)
      金海 和宏,大津 金光,大川 猛,横田 隆史,馬場 敬信
    • Organizer
      信学技報,Vol.113, No.169
    • Place of Presentation
      北九州市
    • Related Report
      2013 Research-status Report
  • [Book] コンピュータアーキテクチャ(改訂4版)2016

    • Author(s)
      馬場敬信
    • Total Pages
      420
    • Publisher
      オーム社
    • Related Report
      2016 Annual Research Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi