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Efficient Hardware Algorithms for Solving Combinatorial Optimization Problems by Using FPGAs with Dynamic Partial Reconfiguration

Research Project

Project/Area Number 23500066
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Computer system/Network
Research InstitutionHiroshima City University

Principal Investigator

WAKABAYASHI Shin'ichi  広島市立大学, 情報科学研究科, 教授 (50210860)

Co-Investigator(Renkei-kenkyūsha) NAGAYAMA Shinobu  広島市立大学, 大学院・情報科学研究科, 准教授 (10405491)
INAGI Masato  広島市立大学, 大学院・情報科学研究科, 助教 (50468302)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
KeywordsFPGA / 動的部分再構成 / 組合せ最適化 / ネットワーク侵入検知 / パターンマッチング
Research Abstract

In this research, we proposed several hardware algorithms to solve combinatorial optimization problems. First, we proposed a hardware algorithm to solve the maximum clique problem of large graphs by producing a set of small subgraphs, and show its implementation results using a dynamically partially reconfigurable FPGA. Second, we proposed a new hardware satisfiability solver, which is based on the bottom-up solver proposed in our previous study. It can obtain a solution for a large instance of the problem. Third, we proposed a regular expression matching (REM) hardware engine. In the proposed method, the circuit size is reduced keeping the advantages that any RE can be handled and a pattern can be updated immediately.

Report

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

    (19 results)

All 2014 2013 2012 2011

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (17 results)

  • [Journal Article] An Area Efficient Regular Expression Matching Engine Using Partial Reconfiguration for Quick Pattern Updating2014

    • Author(s)
      Yoichi Wakaba, Shin'ichi Wakabayashi, Shinobu Nagayama, Masato Inagi
    • Journal Title

      IPSJ Transactions on System LSI Design Methodology

      Volume: Vol.13(印刷中)

    • NAID

      130004705281

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] シストリックアルゴリズムと NFA に基づくパターン非依存正規表現マッチングハードウェア2013

    • Author(s)
      若葉陽一, 若林真一, 稲木雅人, 永山忍
    • Journal Title

      電子情報通信学会論文誌 D

      Volume: Vol.J96-D, No.10 Pages: 2139-2149

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] A Flexible and Compact Regular Expression Matching Engine Using Partial Reconfiguration for FPGA2013

    • Author(s)
      Yoichi Wakaba
    • Organizer
      EUROMICRO Conference on Digital System Design
    • Place of Presentation
      Hotel Santemar (Santander, Spain)
    • Year and Date
      2013-09-04
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] 高速なパターン更新のためのFPGAの部分再構成を利用したコンパクトな正規表現マッチングハードウェア2013

    • Author(s)
      若葉陽一
    • Organizer
      第26回回路とシステムワークショップ
    • Place of Presentation
      淡路夢舞台国際会議場(淡路市)
    • Year and Date
      2013-07-29
    • Related Report
      2013 Final Research Report
  • [Presentation] 高速なパターン更新のためのFPGAの部分再構成を利用したコンパクトな正規表現マッチングハードウェア2013

    • Author(s)
      若葉陽一
    • Organizer
      第26回回路とシステムワークショップ
    • Place of Presentation
      淡路夢舞台国際会議場(淡路市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 大規模グラフの最大クリーク問題に対する部分再構成可能FPGAを用いたハードウェア解法2012

    • Author(s)
      三浦智香子
    • Organizer
      電子情報通信学会リコンフィギャラブル研究会
    • Place of Presentation
      九州大学(福岡市)
    • Year and Date
      2012-11-26
    • Related Report
      2013 Final Research Report
  • [Presentation] 動的部分再構成可能FPGAを用いた最大クリーク問題のハードウェア解法2012

    • Author(s)
      三浦智香子
    • Organizer
      IEEE広島支部学生シンポジウム
    • Place of Presentation
      岡山県立大学(総社市)
    • Year and Date
      2012-11-17
    • Related Report
      2013 Final Research Report
  • [Presentation] A Practical FPGA Implementation of Regular Expression Matching with Look-ahead Assertion2012

    • Author(s)
      Yoichi Wakaba
    • Organizer
      2012 Int. Conf. on Engineering of Reconfigurable Systems and Algorithms (ERSA2012)
    • Place of Presentation
      Monte Carlo Hotel (Las Vegas, USA)
    • Year and Date
      2012-07-16
    • Related Report
      2013 Final Research Report
  • [Presentation] A Matching Method for Look-ahead Assertion on Pattern Independent Regular Expression Matching Engine2012

    • Author(s)
      Yoichi Wakaba
    • Organizer
      17th Workshop on Synthesis And System Integration of Mixed Information technologies
    • Place of Presentation
      ビーコンプラザ(別府市)
    • Year and Date
      2012-03-09
    • Related Report
      2013 Final Research Report
  • [Presentation] パターン非依存正規表現マッチングエンジンに対する先読み演算の実現2012

    • Author(s)
      若葉陽一
    • Organizer
      電子情報通信学会VLSI設計技術研究会
    • Place of Presentation
      ビーコンプラザ(別府市)
    • Year and Date
      2012-03-07
    • Related Report
      2013 Final Research Report
  • [Presentation] A Practical FPGA Implementation of Regular Expression Matching with Look-ahead Assertion2012

    • Author(s)
      Yoichi Wakaba
    • Organizer
      Proc. the 2012 Int. Conf. on Engineering of Reconfigurable Systems and Algorithms (ERSA2012)
    • Place of Presentation
      Monte Carlo Hotel (Las Vegas, USA)
    • Related Report
      2012 Research-status Report
  • [Presentation] 動的部分再構成可能FPGAを用いた最大クリーク問題のハードウェア解法2012

    • Author(s)
      三浦 智香子
    • Organizer
      IEEE広島支部学生シンポジウム
    • Place of Presentation
      岡山県立大学(総社市)
    • Related Report
      2012 Research-status Report
  • [Presentation] 大規模グラフの最大クリーク問題に対する部分再構成可能FPGAを用いたハードウェア解法2012

    • Author(s)
      三浦 智香子
    • Organizer
      電子情報通信学会リコンフィギャラブル研究会
    • Place of Presentation
      九州大学(福岡市)
    • Related Report
      2012 Research-status Report
  • [Presentation] パターン非依存正規表現マッチングエンジンに対する先読み演算の実現2012

    • Author(s)
      若葉陽一
    • Organizer
      電子情報通信学会VLSI設計技術研究会
    • Place of Presentation
      ビーコンプラザ(別府市)
    • Related Report
      2011 Research-status Report
  • [Presentation] A Matching Method for Look-ahead Assertion on Pattern Independent Regular Expression Matching Engine2012

    • Author(s)
      Yoichi Wakaba
    • Organizer
      17th Workshop on Synthesis And System Integration of Mixed Information technologies
    • Place of Presentation
      ビーコンプラザ(別府市)
    • Related Report
      2011 Research-status Report
  • [Presentation] ネットワーク侵入検知のためのパターン非依存NFA とシストリックアルゴリズムを組み合わせた正規表現マッチング2011

    • Author(s)
      永山忍
    • Organizer
      第10回情報科学技術フォーラム
    • Place of Presentation
      函館大学(函館市)
    • Year and Date
      2011-09-09
    • Related Report
      2013 Final Research Report
  • [Presentation] An Efficient Hardware Matching Engine for Regular Expression with Nested Kleene Operators2011

    • Author(s)
      Yoichi Wakaba
    • Organizer
      21st International Conference on Field Programmable Logic and Applications
    • Place of Presentation
      Porto Platanias (Chania, Greece)
    • Year and Date
      2011-09-05
    • Related Report
      2013 Final Research Report
  • [Presentation] An Efficient Hardware Matching Engine for Regular Expression with Nested Kleene Operaters2011

    • Author(s)
      Yoichi Wakaba
    • Organizer
      21st International Conference on Field Programmable Logic and Applications
    • Place of Presentation
      Porto Platanias (Chania, Greece)
    • Related Report
      2011 Research-status Report
  • [Presentation] ネットワーク侵入検知のためのパターン非依存NFA とシストリックアルゴリズムを組み合わせた正規表現マッチング2011

    • Author(s)
      永山忍
    • Organizer
      第10回情報科学技術フォーラム
    • Place of Presentation
      函館大学(函館市)
    • Related Report
      2011 Research-status Report

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

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