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Research on FFT Algorithms for Many-Core Massively Parallel Clusters

Research Project

Project/Area Number 20700021
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Software
Research InstitutionUniversity of Tsukuba

Principal Investigator

TAKAHASHI Daisuke  University of Tsukuba, 大学院・システム情報工学研究科, 准教授 (00292714)

Project Period (FY) 2008 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2008: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords並列処理 / 分散処理 / 高速フーリエ変換 / 並列計算機
Research Abstract

In this research, we extended a parallel one-dimensional FFT algorithm to a parallel multi-dimensional FFT algorithm. Furthermore, we investigated an appropriate data distribution and a communication method. For parallel three-dimensional FFTs, a two-dimensional decomposition improves performance effectively by reducing the communication time for many-core massively parallel clusters.

Report

(3 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • Research Products

    (10 results)

All 2010 2009 2008

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (7 results)

  • [Journal Article] An Implementation of Parallel 3-D FFT with 2-D Decomposition on a Massively Parallel Cluster of Multi-Core Processors2010

    • Author(s)
      Daisuke Takahashi
    • Journal Title

      Proc. 8th International Conference on Parallel Processing and Applied Mathematics (PPAM 2009), Lecture Notes in Computer Science(Sprinter-Verlag) (印刷中)

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Implementation of Parallel 3-D FFT with 2-D Decomposition on a Massively Parallel Cluster of Multi-Core Processors2010

    • Author(s)
      Daisuke Takahashi
    • Journal Title

      Proc.8th International Conference on Parallel Processing and Applied Mathematics(PPAM 2009), Lecture Notes in Computer Science, Springer-Verlag (印刷中)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 行列積を用いた古典Gram-Schmidt直交化法の並列化2008

    • Author(s)
      横澤拓弥, 高橋大介, 朴泰祐, 佐藤三久
    • Journal Title

      情報処理学会論文誌コンピューティングシステム 1

      Pages: 61-72

    • NAID

      110007990156

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Automatic Tuning for Parallel 3-D FFT with 2-D Decomposition2010

    • Author(s)
      Daisuke Takahashi
    • Organizer
      2010 SIAM Conference on Parallel Processing for Scientific Computing
    • Place of Presentation
      Grand Hyatt Seattle(Seattle, Washington, USA)
    • Year and Date
      2010-02-25
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] ペタスケール計算環境に向けたFFTライブラリ2009

    • Author(s)
      高橋大介
    • Organizer
      日本応用数理学会2009年度年会
    • Place of Presentation
      大阪大学(豊中市)
    • Year and Date
      2009-09-28
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 次世代スーパーコンピュータに向けた高速フーリエ変換アルゴリズム2009

    • Author(s)
      高橋大介
    • Organizer
      第58回理論応用力学講演会
    • Place of Presentation
      日本学術会議(東京都港区)
    • Year and Date
      2009-06-09
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] A Volumetric 3-D FFT on Clusters of Multi-Core Processors2009

    • Author(s)
      Daisuke Takahashi
    • Organizer
      2009 SIAM Conference on Computational Science and Engineering
    • Place of Presentation
      Miami Hilton Downtown ( Miami, Florida, USA)
    • Year and Date
      2009-03-05
    • Related Report
      2009 Final Research Report
  • [Presentation] A Volumetric 3-D FFT on Clusters of Multi-Core Processors2009

    • Author(s)
      Daisuke Takahashi
    • Organizer
      2009 SIAM Conference on Computational Science and Engineering
    • Place of Presentation
      Miami Hilton Downtown, Miami, Florida, USA
    • Year and Date
      2009-03-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] マルチコア超並列クラスタにおけるVblumetric並列三次元FFTの実現と評価2009

    • Author(s)
      高橋大介
    • Organizer
      情報処理学会第174回計算機アーキテクチャ・第119回ハイパフォーマンスコンピューティング合同研究発表会(HOKKE-2009)
    • Place of Presentation
      北海道大学, 札幌市
    • Year and Date
      2009-02-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] Automatic Tuning for Parallel FFTs2008

    • Author(s)
      Daisuke Takahashi
    • Organizer
      Second French-Japanese PAAP Workshop
    • Place of Presentation
      ENSEEIHT-IRIT, Toulouse, France
    • Year and Date
      2008-06-24
    • Related Report
      2008 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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