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2010 Fiscal Year Final Research Report

A High-Performance Computing Framework to Exploit Various Processors

Research Project

  • PDF
Project/Area Number 21700049
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Computer system/Network
Research InstitutionTohoku University

Principal Investigator

TAKIZAWA Hiroyuki  東北大学, 大学院・情報科学研究科, 准教授 (70323996)

Project Period (FY) 2009 – 2010
Keywordsハイパフォーマンスコンピューティング / GPUコンピューティング
Research Abstract

The purpose of this work is to achieve a high-performance computing framework that can exploit the computing power of each processor in a heterogeneous computing system while keeping the portability of source codes. For making good use of various computing resources, this work explores an auto-tuning mechanism of a high-level language, numerical libraries seamlessly used from the high-level language, and a job scheduling method.

  • Research Products

    (11 results)

All 2011 2010 2009

All Journal Article (6 results) Presentation (5 results)

  • [Journal Article] A History-based Performance Prediction Model with Profile Data Classification for Automatic Task Allocation in Heterogeneous Computing Systems2011

    • Author(s)
      K. Sato, K. Komatsu, H. Takizawa, and H. Kobayashi
    • Journal Title

      The 9th Tnternational Symposium on Parallel and Distributed Processing with Applications (ISPA2011)

  • [Journal Article] CheCL: Transparent Checkpointing and Process Migration of OpenCL Applications2011

    • Author(s)
      H. Takizawa, K. Koyama, K. Sato, K. Komatsu, and H. Kobayashi
    • Journal Title

      The 25th IEEE International Parallel and Distributed Processing Symposium (IPDPS2011)

  • [Journal Article] Parallel Processing of the Building-Cube Method on the GPU Platform2011

    • Author(s)
      K. Komatsu, T. Soga, R. Egawa, H. Takizawa, H. Kobayashi, S. Takahashi, D. Sasaki, and K. Nakahashi
    • Journal Title

      Computers&Fluids

      Volume: Vol. 45, No. 1 Pages: 122-128

  • [Journal Article] Automatic Tuning of CUDA Execution Parameters for Stencil Processing2010

    • Author(s)
      K. Sato, H. Takizawa, K. Komatsu and H. Kobayashi
    • Journal Title

      Software Automatic Tuning: From Concepts to State-of-the-Art Results

      Pages: 209-227

  • [Journal Article] Evaluating Performance and Portability of OpenCL Programs2010

    • Author(s)
      K. Komatsu, K. Sato, Y. Arai, K. Koyama, H. Takizawa, and H. Kobayashi
    • Journal Title

      The 5th International Workshop on Automatic Performance Tuning

  • [Journal Article] CheCUDA: A Checkpoint/Restart Tool for CUDA Applications2009

    • Author(s)
      H. Takizawa, K. Sato, K. Komatsu and H. Kobayashi
    • Journal Title

      Proceedings of International Conference on Parallel and Distributed Computing Applications and Technologies (PDCAT2009)

  • [Presentation] プログラム自動生成技術に基づくGPUコンピューティングの性能評価2011

    • Author(s)
      菅原誠, 佐藤功人, 小松一彦, 滝沢寛之, 小林広明
    • Organizer
      並列/分散/協調処理に関するサマー・ワークショップ(SWoPP2011)
    • Place of Presentation
      鹿児島
    • Year and Date
      2011-07-27
  • [Presentation] Towards OpenCL for SX2010

    • Author(s)
      H. Takizawa
    • Organizer
      13th Teraflop Workshop
    • Place of Presentation
      Sendai
    • Year and Date
      2010-10-22
  • [Presentation] OpenCLによるGPUコンピューティングの性能評価2010

    • Author(s)
      荒井勇亮, 佐藤功人, 滝沢寛之, 小林広明
    • Organizer
      第124回HPC研究会
    • Place of Presentation
      熱海
    • Year and Date
      2010-02-23
  • [Presentation] 新アーキテキチャへのアプローチ2009

    • Author(s)
      滝沢寛之
    • Organizer
      自動チューニング技術の現状と応用に関するシンポジウム
    • Place of Presentation
      東京
    • Year and Date
      2009-10-22
  • [Presentation] プロセッサ自動選択機能を有するBLASの実現に向けた性能評価2009

    • Author(s)
      小松一彦, 小山賢太郎, 佐藤功人, 滝沢寛之, 小林広明
    • Organizer
      FIT2009第8回情報科学技術フォーラム
    • Place of Presentation
      仙台
    • Year and Date
      2009-09-04

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Published: 2013-07-31  

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