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Design and Implementation of a Parallel Processing Scheme for Complex Object Index

Research Project

Project/Area Number 12680341
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 計算機科学
Research InstitutionFukui University

Principal Investigator

TUJI Tatsuo  Fukui University, Faculty of Engineering, Professor, 工学部, 教授 (80115302)

Co-Investigator(Kenkyū-buntansha) HIGUCHI Ken  Fukui Univ., Facility of Eng., Research Assoc., 工学部, 助手 (50293410)
HOCHIN Teruhisa  Fukui Univ., Faculty of Eng., Associate Prof., 工学部, 助教授 (00251984)
Project Period (FY) 2000 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2001: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2000: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsComplex Object / Index / Parallel Retrieval / Termination Detection / Multithread / Massively Parallel System / 超並列システム / マルチスレッド
Research Abstract

In this research, we have studied parallel indexing schemes for complex objects. The following major contributions have been made.
(1) Horizontal and vertical index splitting schemes are proposed, and parallel index retrieval methods are presented and evaluated.
2) Parallel index system with online modification capability is proposed and evaluated.
(3) A parallel index retrieval scheme is provided and implemented for complex queries combined by AND, OR, NOT logical operators.
A fundamental problem on retrieval performance is recognized in the process of constructing above prototype systems. That is, many data packets of low filling up ratio are produced and the communication cost among the related processors much increases. Against this problem, we have invented a scheme of merging more than one packets into a single packet. The scheme incorporates increasing the filling up ratio of packets and effective parallel retrieval termination detecting mechanism. But it was recognized that the scheme suffers from the following drawbacks. That is, a retrieval request may be outrun by the one issued later due to the assumed asynchronous parallel retrieving environment. To incorporate an efficient termination detection scheme, the filling up ratio would be inevitably decreased and the average turnaround time would be increased due to the increase of the communication cost. Against this problem, we have proposed a implementation scheme in which the outrunning of the retrieval requests never occur by scheduling and activating a different set of machines for a new request.
We have constructed a parallel index retrieval system that incorporate the scheme and evaluated its performance.

Report

(3 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • Research Products

    (26 results)

All Other

All Publications (26 results)

  • [Publications] Tatsuo Tsuji, et al.: "A Two Dimensional Parallel Indexing Scheme for Complex Objects"Proc. of 13th Int'1 Conf. of Parallel and Distributed Computing Systems. 560-567 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 樋口健, 都司達夫, 他: "検索と更新の並列処理可能な複合オブジェクトに対する索引の分散管理システム"第12回データ工学ワークショップ(DEWS2001)論文集. (論文番号7A-1). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 福岡久長, 樋口健, 都司達夫, 他: "複合オブジェクトに対する並列複合検索システム"第12回データ工学ワークショップ(DEWS2001)論文集. (論文番号3A-1). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 堀部兼一, 都司達夫, 他: "パケット充填率を考慮した複合オブジェクト索引の並列検索終了判定"第63回情報処理学会全国大会講演論文集. (講演番号6X-07). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 中野究, 樋口健, 都司達夫, 他: "通信コストの軽減を目的とした複合オブジェクト索引の分散管理システムの改良"第13回データ工学ワークショップ(DEWS2002)論文集. (論文番号C1-4). (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Tatsuo Tsuji, et al.: "A Two Dimensional Parallel Indexing Scheme for Complex Objects"International Journal of Computers and Their Applications, (to appear in June 2002).. Vol.9,No.2(掲載予定). (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Akifumi Makinouchi, Tatsuo Tsuji, Hirofumi Amano, Kunihiko Kaneko: ""Nontraditional Database Systems : Results from the Japanese Project on Advanced Databases", in Advanced Information Technology Book Series of IPSJ, Section 5.3 (to appear in 2002)."Information Processing Society of Japan(出版予定). (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Tatfeuo Tsuji, Albert Vreto, Ken Higuchi, Temhisa Hochin: "・Journals, A Two Dimensional Parallel Indexing Scheme for Complex Objects"Proc. Of 13th Int'l Conf. Of Parallel and Distributed Computing Systems. 560-567 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] * Tatsuo Tsuji, Albert Vreto, Ken Higuchi, Teruhisa Hochin: "・Proceedings (*: Refereed), A Two Dimensional Parallel Indexing Scheme for Complex Objects"Proc. Of 13th Int'l Conf. Of Parallel and Distributed Computing Systems. 560-567 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] * Mikio Maruyama, Teruhisa Hochin, Ken Higuchi, Tatsuo Tsuji: "A Spatio-Temporal Indexing Method for Continuously Moving Objects"Proc. Of IPSJ DBWeb2000 Symposium. 251-258 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] * Ken Higuchi, Tatsuo Tsuji, Teruhisa Hochin: "Parallel Index System for Complex Objects with Online Modification"Proc. Of IEICE DEWS2000 Workshop, Paper. No. 7A-1(CD-ROM). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] * Hisanaga Fukuoka, Ken Higuchi, Tatsuo Tsuji: "Parallel Complex Retrieval System tor complex Object Index"Proc. Of IEICE DEWS2001 Workshop, Paper. No. 3A-1(CD-ROM). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Toshiaki Minezawa, Ken Higuchi, Tatsuo Tsuji, Teruhisa Hochin: "Improvement of Index Splitting Method for Complex Objects Using Hash Function"Records of the Joint Conf. Of Hokuriku Chap. Of Insitutes of Electrical Engineers, Japan, Paper. No. E-40. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kenichi Horibe, Naoko Sakamoto, tatsuo Tsuji, Ken Higuchi, Teruhisa Hochin: "ermination Detection of Parallel Index Retrieval for Complex Objects Using Filled Up Packets"Records of 63-th National Convension of IPSJ, Paper. No. 6X-07. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] * Kiwamu Nakano, Jun Takizawa, Ken Higuchi, Tatsuo Tsuji, Teruhisa Hochin: "Improvement of the Distributed Complex Object Index System Aiming the Communication Cost Reduction"Proc. Of IEICE DEWS2002 Workshop, Paper. No. C1-4(CD-ROM). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] * Atsuo Isshiki, Noriyuki Suzuki, Tatsuo Tsuji, Teruhisa Hochin, Ken Higuchi: "An Implementation Scheme of Multidimensional Arrays for MOLAP"Proc. Of IEICE DEWS2002 Workshop, Paper. No. C3-1(CD-ROM). (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] AkITumi makinouchi, Tatsuo Tsuji, Hirofumi Amano, Kunihiko Kaneko: "・Books, Parallel Algorithms, Parallel Program Language for Object Databases and a System Implementation"Section 5.3 of "Nontraditional Database Systems: Results from the Japanese Project on Advanced Databases", in Advanced Information Tecnology Book Series of IPSJ (to appear) 2002. (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 峯澤利彰, 樋口健, 都司達夫, 他: "ハッシュ関数を用いた複合オブジェクト索引分割の改良"平成13年度電気関係学会北陸支部連合大会講演論文集. 講演番号E-40. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 堀部兼一, 都司達夫, 他: "パケット充填率を考慮した複合オブジェクト索引の並列検索終了判定"第63回情報処理学会全国大会講演論文集. 講演番号6X-07. (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 中野究, 樋口健, 都司達夫, 他: "通信コストの軽減を目的とした複合オブジェクト索引の分散管理システムの改良"第13回データ工学ワークショップ(DEWS2002)論文集. 論文番号C1-4. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 一色淳夫, 都司達夫, 他: "MOLAPのための多次元配列実装方式"第13回データ工学ワークショップ(DEWS2002)論文集. 論文番号C3-1. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Tatsuo Tsuji, et al.: "A Two Dimensional Parallel Indexing Scheme for Complex Objects"International Journal of Computers and Their Applications,(to appear in June 2002). Vol.9, No.2(未定). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Tatsuo Tsuji, et.al.: "A Two Dimensional Parallel Indexing Scheme for Complex Objects"Proc.of 13th Int'l Conf.of Parallel and Distributed Computing Systems. 560-567 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 丸山幹夫 他: "時変オブジェクトの管理を考慮した時空間データの索引手法"データベースとWeb情報システムに関するシンポジウム論文集. 251-258 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 樋口健 他: "検索と更新の並列処理可能な複合オブジェクトに対する索引の分散管理システム"第12回データ工学ワークショップ(DEWS2001)論文集. (未定). (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 福岡久長 他: "複合オブジェクトに対する並列複合検索システム"第12回データ工学ワークショップ(DEWS2001)論文集. (未定). (2001)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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