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A Study on Advanced Network Information Filtering System

Research Project

Project/Area Number 09650447
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionNational Center for Science Information Systems

Principal Investigator

AIZAWA Akiko  National Center for Scientce Information System Research and Development Department, Asoc.Prof., 研究開発部, 助教授 (90222447)

Project Period (FY) 1997 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 1998: ¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 1997: ¥2,000,000 (Direct Cost: ¥2,000,000)
KeywordsHTTP / WWW / log file analysis / LSI / data summarization / network statistics / common filter server / Delegate / HTTPアクセスログ / プロキシサーバ / ネットワーク情報システム / 双対尺度法 / アプリケーションプロトコル中継 / URL要約
Research Abstract

HTTP proxy servers, the application level gateways which transfer HTTP messages between servers and clients, play an important role in efficient transmission of HTTP messages over wide area networks. This research aims at studying basic technologies for enhancing the current HTTP proxy servers systems with "advanced network information filtering" functions.
The first year of the project focuses on the design and implementation of 'Common Filter Server' (CF server) which performs contents conversion of transit messages in cooperation with existing HTTP proxy servers. In our design of CF server, we assume DeleGate, a general-purpose application protocol gateway with unique contents conversion mechanism called CFI (Common Filter Interface), as cooperating proxy server and extend CFI function of DeleGate using a database of HTTP message header templates. Our CF server is implemented using script language Perl to confirm the interaction with popular HTTP clients. Future issues include cooperative operation between CF server and DeleGate, the speed up of the CF server, and consideration of application examples.
The second year of the project focuses on the analysis of HTTP access logs. HTTP access log possibly contains rich information useful for cache server allocation or pairings of servers in collaborative caching. However, conventional methods suffer intractability of the analysis due to the hugeness of the data. In order to deal with the problem, LSI (Latent Semantic Indexing), an automatic indexing technique recently used in information retrieval, is adopted to large-scale HTTP log files and estimates the similarity between two Internet domains. Kullback-Leibler information criteria is applied in the pre-processing stage to summarize huge amount of log data utilizing the URL hierarchy. The effect of the summarization is demonstrated using actual HTTP log data.

Report

(3 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • Research Products

    (17 results)

All Other

All Publications (17 results)

  • [Publications] 相澤彰子: "LSIの適用によるHTTPアクセスログからのデータ抽出" 情報処理学会第56回全国大会講演論文集. 分冊4. 372-373 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 相澤彰子, 佐藤豊: "HTTPメッセージのコンテンツ変換を行う共通フィルタサーバの設計と試作" 学術情報センター紀要. 第10号. 119-125 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Akiko Aizawa: "Reducing the Dimensions of Attributes by Selection and Aggregation" Lecture Notes in Artificial Intelligence 1532 First International Conference on Discovery Science(Springer). 417-418 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 相澤彰子: "HTTPログファイルからの情報抽出によるインターネットドメインの分析" 電子情報通信学会論文誌. VolJ81-DI No.11. 1201-1210 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 相澤彰子: "LSIの適用による大規模HTTPアクセスログからの情報抽出" 情報処理学会情報学基礎研究会. 49-5. 33-40 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 相澤彰子: "特徴素の選択と集約によるDSAのためのデータ要約" 情報処理学会情報学基礎研究会. 52-4. 25-32 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Akiko Aizawa: "Data Extraction from HTTP Access Log using LSI." 56th IPSJ National Conference. Vol.4. 372-373 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Akiko Aizawa and Yutaka Sato.: "Design and Implementation of Common Filter Server for HTTP Message Contents Conversion." Research Bulletin of NACSIS. No.10. 119-125 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Akiko Aizawa: "Extracting Information from Large HTTP Logfiles using LSI" the Special Interest Group Notes of IPSJ. FI-49. 33-40 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Akiko Aizawa: "Analysis of Internet Domains by Extracting Information from HTTP Logfiles." IEICE Journal. Vol.J81-D-I,No.11. 1201-1210 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Akiko AIZAWA: "A Method for Dimension Reduction for Dual Scaling Analysis by Selecting and Aggregating Features." the Special Interest Group Notes of IPSJ. FI-52-4. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Akiko AIZAWA: "Reducing the Dimensions of Attributes by Selection and Aggregation (Abstract)" First International Conference, DS'98 (Lecture Notes in Artificial Intelligence 1532). 417-418 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Akiko AIZAWA: "Reducing the Dimensions of Attributes by Selection and Aggregation" Lecture Notes in Artificial Intelligence #1532. First International Conference DS'98 (Springer). 417-418 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 相澤 彰子: "特徴素の選択と集約によるDSAのためのデータ要約" 情報処理学会情報学基礎研究会. 52-4. 25-32 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 相澤 彰子: "HTTPログファイルからの情報抽出によるインターネットドメインの分析" 電子情報通信学会論文誌. Vol.J81-DI,No.11. 1201-1210 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 相澤 彰子: "LSIの適用による大規模HTTPアクセスログからの情報抽出" 情報処理学会情報学基礎研究会. 49-5. 33-40 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Akiko Aizawa: "Genetic Algorithm as a Combination of Probabilistic Solution-Space Decomposition and Randam Search" Systems and Computers in Japan. Vol.29,No.5. 1-10 (1998)

    • Related Report
      1998 Annual Research Report

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Published: 1997-04-01   Modified: 2016-04-21  

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