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Improvement of power efficiency and performance of super parallel processors by application of data compression technology

Research Project

Project/Area Number 23700052
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Computer system/Network
Research InstitutionTokyo Institute of Technology

Principal Investigator

KANEKO Haruhiko  東京工業大学, 情報理工学(系)研究科, 准教授 (70392868)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsデータ圧縮 / キャッシュメモリ / 並列プロセッサ / キャッシュミス率 / GPU / スループット / IPC / 消費電力 / 復号遅延 / 並列復号
Outline of Final Research Achievements

We proposed a low-latency and high-throughput lossless compression algorithm, named periodic pattern coding, to improve the memory access performance of super parallel processors. Compression ratio of the proposed method is evaluated by a GPU simulator, and result showed that the proposed method has higher compression ratio compared to conventional compression methods. Also, evaluations of the cache miss ratio and instructions per cycle (IPC) demonstrated that the proposed method is effective to improve the processor performance. Compression/decompression circuits are designed using hardware description language, and results showed that the circuit provides high processing throughputs.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (4 results)

All 2014 2013 2012

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (3 results)

  • [Journal Article] Periodic Pattern Coding for Last Level Cache Data Compression2013

    • Author(s)
      Haruhiko Kaneko
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E96.A Issue: 12 Pages: 2351-2359

    • DOI

      10.1587/transfun.E96.A.2351

    • NAID

      130003385283

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] データ圧縮技術のイクサフロップスマシンへの適用性2014

    • Author(s)
      金子晴彦
    • Organizer
      電子情報通信学会 第6回アクセラレーション技術発表討論会
    • Place of Presentation
      沖縄科学技術大学院大学
    • Year and Date
      2014-06-19 – 2014-06-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] Differential Base Pattern Coding for Cache Line Data Compression2013

    • Author(s)
      Haruhiko Kaneko, Satoshi Fujii, Hiroaki Sasaki
    • Organizer
      Data Compression Conference
    • Place of Presentation
      Salt Lake City, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] GPGPUデバイス上のキャッシュメモリに対するデータ圧縮法2012

    • Author(s)
      藤井 理史,金子 晴彦
    • Organizer
      電子情報通信学会機能集積情報システム研究会
    • Place of Presentation
      金沢工業大学
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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