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A Study on Real-Time Event Detection Infrastructure

Research Project

Project/Area Number 24500106
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Media informatics/Database
Research InstitutionUniversity of Tsukuba

Principal Investigator

KAWASHIMA Hideyuki  筑波大学, システム情報系, 講師 (90407148)

Co-Investigator(Renkei-kenkyūsha) SAKUMA Jun  筑波大学, システム情報系, 准教授 (90376963)
SARUWATARI Shunsuke  静岡大学, 情報学部, 助教 (50507811)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordsストリームデータ処理 / センサー / データベース / DBMS / データストリーム / クエリパイプライン / データベースシステム / 複合イベント処理 / CEP / In-DB分析 / ストリーム処理 / 暗号化処理 / 異常検知 / リアルタイム処理
Outline of Final Research Achievements

The purpose of this research was to develop a system that efficiently and easily process enormous amount of sensor data. To achieve the purpose, we conducted a series of works: transactional stream data processing architecture, high performance stream processing architecture exploiting FPGA, efficient complex event processing algorithm, encrypted stream data processing, efficient multiple stream processing architecture by shared computation, and stream processing infrastructure system.

Report

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

    (12 results)

All 2014 2013 2012

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (10 results)

  • [Journal Article] C-based Design of Window Join for Dynamically Reconfigurable Hardware2013

    • Author(s)
      Eric S. Fukuda, Hideyuki Kawashima, Taro Fujii, KoichiroFuruta, Tetsuya Asai and Masato Motomura
    • Journal Title

      Journal of Computer Science and Engineering

      Volume: 20 Pages: 1-9

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Data Stream Processing with Concurrency Control2013

    • Author(s)
      Masafumi Oyamada, Hideyuki Kawashima, and Hiroyuki Kitagawa
    • Journal Title

      ACM SIGAPP Applied Computing Review

      Volume: 13 Issue: 2 Pages: 54-65

    • DOI

      10.1145/2505420.2505425

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] シーケンス演算子の効率的実装と適応的処理機構2014

    • Author(s)
      島貫稔之、川島英之
    • Organizer
      コンピュータセキュリティシンポジウム2014
    • Place of Presentation
      札幌コンベンションセンター(北海道)
    • Year and Date
      2014-10-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 分析用データ処理系における効率的なデータ配送機構2014

    • Author(s)
      川島英之、建部修見
    • Organizer
      情報処理学会研究報告システムソフトウェアとオペレーティング・システム
    • Place of Presentation
      朱鷺メッセ 新潟コンベンションセンター(新潟県)
    • Year and Date
      2014-07-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] リンク集約とパタンキャッシュを用いた複合イベント処理の高性能化2014

    • Author(s)
      西村直孝, 川島英之
    • Organizer
      第6回データ工学と情報マネジメントに関するフォーラム(DEIM2014)
    • Place of Presentation
      淡路夢舞台&ウェスティン淡路
    • Related Report
      2013 Research-status Report
  • [Presentation] A High Throughput Complex Event Detection Technique with Bulk Evaluation2013

    • Author(s)
      Naotaka Nishimura, Hideyuki Kawashima, Hiroyuki Kitagawa
    • Organizer
      5th International Workshop on Streaming Media Delivery and Management Systems In Conjunction with 7th 3PGCIC-2013 Conference
    • Place of Presentation
      フランス、コンピエーヌ
    • Related Report
      2013 Research-status Report
  • [Presentation] Accelerating CEP queries over Uncertain Data with Event Pruning and Link Aggregation2013

    • Author(s)
      Naotaka Nishimura, Hideyuki Kawashima
    • Organizer
      WebDB Forum 2013
    • Place of Presentation
      京都大学
    • Related Report
      2013 Research-status Report
  • [Presentation] In-DSMS分析システムへ向けて2013

    • Author(s)
      川島英之
    • Organizer
      電子情報通信学会ASN研究会
    • Place of Presentation
      熊本大学
    • Related Report
      2013 Research-status Report
  • [Presentation] A Fast Handshake Join Implementation on FPGA with Adaptive Merging Network2013

    • Author(s)
      Oge Yasin, Takefumi Miyoshi, Hideyuki Kawashima, Tsutomu Yoshinaga
    • Organizer
      25th International Conference on Scientific and Statistical Database Management (SSDBM’13)
    • Place of Presentation
      米国ボルチモア
    • Related Report
      2013 Research-status Report
  • [Presentation] トランザクショナルなストリームデータ処理の実現方式2012

    • Author(s)
      小山田昌史,川島英之,北川博之
    • Organizer
      電子情報通信学会データ工学研究会
    • Place of Presentation
      慶應義塾大学
    • Related Report
      2012 Research-status Report
  • [Presentation] A Security aware Stream Data Processing Scheme with Encryption2012

    • Author(s)
      Hideyuki Kawashima, Hiroyuki Kitagawa
    • Organizer
      The 4th International Workshop with Mentors on Databases, Web and Information Management for Young Researchers (iDB2012)
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Research-status Report
  • [Presentation] ストリーム処理システムを用いたマルウェア検知基盤システム2012

    • Author(s)
      大桶真宏,川島英之,北川博之
    • Organizer
      マルウェア対策研究人材育成ワークショップ 2012 (MWS2012)
    • Place of Presentation
      くにびきメッセ(松江市)
    • Related Report
      2012 Research-status Report

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

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