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Low-latency processing for data streams by parallelly evaluating multiple operators in multi-core environments

Research Project

Project/Area Number 24700087
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Media informatics/Database
Research InstitutionNagoya University (2014-2015)
Tokyo Institute of Technology (2012-2013)

Principal Investigator

Watanabe Yousuke  名古屋大学, 未来社会創造機構, 特任准教授 (80532944)

Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywordsデータストリーム / マルチコア / 並列処理 / 情報源選択 / RDFデータ
Outline of Final Research Achievements

Data streams which produce sequences of data according to time progress are increasing, thus data stream processing technologies have been focused. Since they often needs realtime processing, how to reduce latency caused by data processing is one of important research issues. The main purpose of this research is to achieve a parallel evaluation method for multiple operators by utilizing multi-core environments. The proposed method can treat not only simple queries such as product and selection operators, but also complex queries including M-way joins. And, the prototype system developed in this research supports dynamic information source selection, which cannot be covered by conventional query optimization methods.

Report

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

    (9 results)

All 2015 2014 2013 2012

All Presentation (9 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] Dynamic Modification of Continuous Queries by Using RDF Metadata of Information Sources2015

    • Author(s)
      Yousuke Watanabe and Haruo Yokota
    • Organizer
      International Workshop on Streaming Media Delivery and Management Systems (SMDMS 2015) in conjunction with 3PGCIC-2015
    • Place of Presentation
      Krakow, Poland
    • Year and Date
      2015-11-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] データストリーム処理技術の動向について2014

    • Author(s)
      渡辺陽介
    • Organizer
      名古屋大学大学院情報科学研究科付属組込みシステム研究センター全体研究会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2014-06-09
    • Related Report
      2014 Research-status Report
  • [Presentation] データストリームに対する連続的問合せの動的変更機能の提案2014

    • Author(s)
      渡辺陽介,横田治夫
    • Organizer
      情報処理学会第76回全国大会
    • Place of Presentation
      東京電機大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Evaluation of Parallel Window-Join Algorithms for Reduction of Processing Delay2013

    • Author(s)
      Yousuke Watanabe, Haruo Yokota
    • Organizer
      Proc. International Workshop on Streaming Media Delivery and Management Systems (SMDMS 2013)
    • Place of Presentation
      Compiegne, France
    • Related Report
      2013 Research-status Report
  • [Presentation] ディスクの消費電力データストリームを用いたストレージの省電力化手法2013

    • Author(s)
      小栗寛生,引田諭之,渡辺陽介,横田治夫
    • Organizer
      情報処理学会第75回全国大会
    • Place of Presentation
      東北大学 川内キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] リアルタイム電力計測に基づくストレージの省電力化手法の実装と評価2013

    • Author(s)
      小栗寛生,引田諭之,渡辺陽介,横田治夫
    • Organizer
      DEIM Forum 2013
    • Place of Presentation
      福島県郡山市磐梯熱海 ホテル華の湯
    • Related Report
      2012 Research-status Report
  • [Presentation] Development of a Disk-Power Monitoring Environment Using a Stream Processing Engine2012

    • Author(s)
      Yousuke Watanabe, Haruo Yokota
    • Organizer
      International Workshop on Streaming Media Delivery and Management Systems (SMDMS 2012)
    • Place of Presentation
      Victoria, Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] 低遅延ストリーム処理のための結合演算並列実行方式2012

    • Author(s)
      渡辺陽介,横田治夫
    • Organizer
      情報処理学会 第154回データベースシステム研究発表会
    • Place of Presentation
      名古屋大学 東山キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] Style-based Similarity Search for Office XML Documents2012

    • Author(s)
      Yousuke Watanabe, Hidetaka Kamigaito, Haruo Yokota
    • Organizer
      International Conference on Information Integration and Web-based Applications & Services (iiWAS 2012)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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