• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Research on Clarifying and Control of the Characteristics of Internet Traffic Based on Monitored Traffic Data

Research Project

Project/Area Number 13680502
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報システム学(含情報図書館学)
Research InstitutionNational Institute of Informatics

Principal Investigator

JI Yusheng  National Institute of Informatics, Software Research Division, Associate Professor, ソフトウェア研究系, 助教授 (80225333)

Co-Investigator(Kenkyū-buntansha) FUJINO Takayuki  National Institute of Informatics, Infrastructure Systems Research Division, Assistant Professor, 情報基盤研究系, 助手 (60300703)
ABE Shunji  National Institute of Informatics, Infrastructure Systems Research Division, Associate Professor, 情報基盤研究系, 助教授 (00280561)
Project Period (FY) 2001 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,100,000 (Direct Cost: ¥3,100,000)
Fiscal Year 2003: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2002: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2001: ¥1,300,000 (Direct Cost: ¥1,300,000)
Keywordsquality of service / traffic control / traffic monitoring / time scale / self-similarity / long-range dependence / トラヒックモニタリニング / 自己相似性 / 品質保証
Research Abstract

As the fast growing network technology and services for a wide range of network applications, it is necessary to support a large variety of requirements for the quality of service in communication networks. The aim of this project is to study on characteristics and control methods of network traffic, based on traffic data and statistics monitored from real networks.
Toward this end, we monitored on nodes of a wide area network and a local area network, obtained several series of traffic data traces. Through our analysis of these monitored traffic data, we evidenced the long-range dependence or so-called the self-similarity in traffic of both kinds of networks. Besides, a complex correlation property rather than the exact self-similarity was found: nearly a local Poisson property in short time scales and a strong correlation in long time scales. In order to predict the performance of traffic with such general correlation properties, we have proposed a method, which uses different fractional Brownian motion (FBM) processes to meat correlation properties in different time scales, and obtains a compound performance curve through these FBM processes. In our method, the performance in time scales with suddenly changed correlation property is considered by the compensation with another FBM process to slower the pace of the change of correlation properties. We have also found that traffic on wide area backbone networks has closer marginal distribution with Gaussian distribution than that on local area networks. And our method using multiple FBM process is proven to be more accurate for traffic with marginal distribution close to Gaussian distribution.
The goal of this research has been achieved by the thorough investigation of the traffic characteristics of internet traffic, as well as the approaches for quality of service provisioning.

Report

(4 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (56 results)

All Other

All Publications (56 results)

  • [Publications] 計 宇生: "トラヒック規制の効果とサービス品質に対する影響に関する検討"NII Journal. No.2. 1-8 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 阿部俊二, 藤野貴之, 計宇生, 松方純, 浅野正一郎: "学術情報ネットワークにおける自己相関トラヒックの解析"インターネットコンファレンス2001論文集. 151-158 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 計 宇生: "情報流通プラットフォームにおけるQoS保証のためのトラヒック制御"NII Journal. No.3. 23-33 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Ono, S.Satoh, F.Andres, Y.Ji, N.Katayama: "Creating a Global Multimedia Repository Framework for Cultural Heritage with Advanced Information Technology"Proc.Tokyo Symposium for Digital Silk Roads. 179-188 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 滝田大介, 計宇生, 浅野正一郎: "MPLSトラヒックエンジニアリングにおける複数経路の設定方法とバランシングに関する検討"電子情報通信学会技術研究報告. NS2001-247. 171-176 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 藤野, 上岡, 阿部, 計, 松方, 山田, 浅野: "学術情報ネットワークへのIPv6導入と今後の展開"電子情報通信学会技術研究報告. NS2001-253. 217-222 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 阿部俊二, 藤野貴之, 計宇生, 松方純, 浅野正一郎: "学術情報ネットワークにおける長期依存性トラヒック解析とキュー長テール分布近似法"電子情報通信学会論文誌. J86-B・12. 2487-2500 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] X.Zhao, Y.Lei, Y.Ji: "A New Generalized Packet Classification Model"Proc.of the 2nd International Conference on Information Technology and Applications. 68-2. (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] X.Zhao, Y.Ji, Y.Lei: "A Hybrid Approach to Packet Classification"NII Journal. No.8. 13-21 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 計宇生, 藤野貴之, 阿部俊二, 松方純, 浅野正一郎: "時間スケールを考慮した長期依存性トラヒックの性能解析"情報処理学会論文誌. 45・5. 1399-1408 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] J.Phuritatkul, Y.Ji: "Buffer and Bandwidth Allocation Algorithms for Quality of Service Provisioning in WDM Optical Burst Switching Networks"7th IEEE International Conference on High Speed Networks and Multimedia Communications (HSNMC'04). (accepted). (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] J.Phuritatkul, Y.Ji, J.Matsukata, K.Ono: "Burst Scheduling Algorithms for Providing Quality-of-Service (QoS) in Optical Burst Switched Networks"8th World Multiconference on Systemics, Cybernetics and Informatics (SCI2004). (accepted). (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 計宇生, 藤野貴之, 阿部俊二, 趙偉平, 松方純, 浅野正一郎: "適正時間スケールを利用した長期依存性トラヒックの近似解析"電子情報通信学会技術研究報告. IN2002-185 IA2002-41. 13-18 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 計宇生, 藤野貴之, 阿部俊二, 松方純, 浅野正一郎: "一般的な自己相関特性をもつトラヒックの性能近似の方法について"電子情報通信学会技術研究報告. IN2003-29. 29-34 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 藤野貴之, 阿部俊二, 計宇生, 松方純, 浅野正一郎: "SINETにおけるIPv6レジストリシステムの構築"NII Journal. No.7. 61-68 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Ji(計), T.Fujino, S.Abe, J.Matsukata, S.Asano: "On the Impact of Time Scales on Tail Behavior of Long-Range Dependent Internet Traffic"Proc.of 11th IEEE International Conference on Networks. 13-18 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 阿部俊二, 藤野貴之, 計宇生, 松方純, 浅野正一郎: "学術情報ネットワークにおけるトラヒック測定データを用いた性能評価法"電子情報通信学会技術研究報告. IN2003-139. 31-36 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 藤野貴之, 阿部俊二, 計宇生, 松方純, 浅野正一郎: "レベルスイッチ技術を使用したサーバ分散方式の検討"電子情報通信学会技術研究報告. IN2003-149. 35-40 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Yusheng Ji: "On the Effect of Traffic Regulation to the Quality of Services in intergrated Services Networks"NH Journal. No.2. 1-8 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] S.Abe, T.Fujino, Y.Ji., J.Matsukata, S.Asano: "Autocorrelative Traffic Analysis on an Academic Information Network."Proc.Internet Conference 2001. 151-158 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Yusheng Ji: "Traffic Control for QoS Guarantee in Communication Networks"NIT Journal. No.3. 23-33 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] K.Ono, S.Satoh, F.Andres, Y.Ji, N.Katayama: "Creating a Global Multimedia Repository Framework for Cultural Heritage with Advanced Information Technology"Proc.of the Tokyo Symposium for Digital Silk Roads. 179-188 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] D.Takida, Y.Ji., S.Asano: "A Study on Control Mechanisms of Path Setting and Load Balancing for MPLS-TE"Technical Report of IEICE. NS2001-247, IN2001-203. 171-176 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Fujino, E.Kamioka, S.Abe, Y.Ji, J.Matsukata, S.Yamada, S.Asano: "Introducing IPv6 to Science information Network and its Deployment"Technical Report of IEICE. NS2001-253, IN2001-209. 217-222 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Fujino, S.Asano, S.Abe, Y.Ji., W.Zhao, J.Matsukata et al.: "Information System and the Method for information Service"Japanese Patent. Application No.2003-033940. (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Ji, T.Fujino, S.A.be, W.Zhao, J.Matsukata, S.Asano: "Performance Approximation of Long-Range Dependent Traffic Using Relevant Time Scales"Technical.Report of IEICE. IN2002-J85, IA2002-41. 13-18 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Ji, T.Fujino, S.Abe, J.Matsukata, S.Asano: "Performance Evaluation of Internet Traffic with General Correlation Properties"Technical Report of IEICE. IN2003-29. 29-34 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Fujino, S.Abe, Y.Ji., J.Matsukata, S.Asano: "Development of IPv6 Registry System for SINET"NIT Journal. No.7. 61-68 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Ji, T.Fujino, S.Abe, J.Matsukata, S.Asano: "On the Impact of Time Scales on Tail Behavior of Long-Range Dependent Internet Traffic"Proc.of 11th IEEE International Conference on Networks. 13-18 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] S.Abe, T.Fujino, Y.Ji, J.Matsukata, S.Asano: "Performance Evaluation Method by Using Observed Traffic Data for an Academic Information Network"Technical Report of IEICE. IN2003-139. 31-36 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Fuji.no, S.Abe, Y.Ji, J.Matsukata, S.Asano: "A Method to Distribute Servers on a Wide Area Network Using Label Switching Technology"Technical Report of IEICE. IN2003-149. 35-40 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] S.Abe, T.Fujino, Y.Ji, J.Matsukata, S.Asano: "Long-Range Dependent Traffic Analysis and Approximation Method of Queue Length Probability for an Academic Information Network"Trans.of IEICE. Vol.J86-B No.12. 2487-2500 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] X.Zhao, Y.Lei, Y.Ji: "A New Generalized Packet Classification Model"Proc.of 2nd International Conference on Information Technology and Applications. 68-2. (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] X.Zhao, Y.Ji, Y.Lei: "A Hybrid Approach to Packet Classification"NIT Journal. No.8. 13-21 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Ji, T.Fujino, S.Abe, J.Matsukata, S.Asano: "Performance Analysis of Long-Range Dependent Internet Traffic According to Relevant Time Scales"Journal of IPSJ. Vol.45, No.5. 1399-1408 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] J.Phuritatkul, Y.Ji: "Buffer and Bandwidth Allocation Algorithms for Quality of Service Provisioning in WDM Optical Burst Switching Networks"Accepted by 7th IEEE International Conference on High Speed Networks and Multimedia Communications(HSNMC'04), Toulouse, France. (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] J.Phuritatkul, Y.Ji, J.Matsukata, K.Ono: "Burst Scheduling Algorithms for Providing Quality-of-Service (QoS) in Optical Burst Switched Networks"Accepted by 8th World Multiconference on Systemics, Cybernetics and informatics (SCI2004), Florida, USA. (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 計, 藤野, 阿部, 松方, 浅野: "一般的な自己相関特性を持つトラヒックの性能近似の方法について"電子情報通信学会技術研究報告. IN2003-29. 29-34 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 藤野, 阿部, 計, 松方, 浅野: "SINETにおけるIPv6レジストリシステムの構築"NII Journal. No.7. 61-68 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Y.Ji(計), T.Fujino, S.Abe, J.Matsukata, S.Asano: "On the Impact of Time Scales on Tail Behavior of Long-Range Dependent Internet Traffic"Proc.of 11th IEEE International Conference on Networks. 13-18 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 阿部, 藤野, 計, 松方, 浅野: "学術情報ネットワークにおけるトラヒック測定データを用いた性能評価法"電子情報通信学会技術研究報告. IN2003-139. 31-36 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 藤野, 阿部, 計, 松方, 浅野: "レベルスイッチ技術を使用したサーバ分散方式の検討"電子情報通信学会技術研究報告. IN2003-149. 35-40 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 阿部, 藤野, 計, 松方, 浅野: "学術情報ネットワークにおける長期依存性トラヒック解析とキュー長テール分布近似法"電子情報通信学会論文誌. J86-B・12. 2487-2500 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] X, Zhao, Y.Lei, Y.Ji: "A New Generalized Packet Classification Model"Proc.of the 2ne International Conference on Information Technology and Applications. 68-2. (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] X.Zhao, Y.Ji, Y.Lei: "A Hybrid Approach to Packet Classification"NII Journal. No.8. 13-21 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 計, 藤野, 阿部, 松方, 浅野: "時間スケールを請う考慮した長期依存性トラヒックの性能解析"情報処理学会論文誌. 45・5(掲載予定). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] J.Phuritatkul, Y.Ji: "Buffer and Bandwidth Allocation Algorithms for Quality of Service Provisioning in WDM Optical Burst Switching Networks"7th IEEE International Conference on High Speed Networks and Multimedia Communications(HSNMC'04). (Accepted). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] J.Phuritatkul, Y.Ji, J.Matsukata, K.Ono: "Burst Scheduling Algorithms for Providing Quality-of-Service(QoS) in Optical Burst Switched Networks"8th World Multiconference on Systemics, Cybernetics and Informatics(SCI2004). (Accepted). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 計宇生, 藤野貴之, 阿部俊二, 趙偉平, 松方純, 浅野正一郎: "適正時間スケールを利用した長期依存性トラヒックの近似解析"電子情報通信学会技術研究報告. IN2002-185, IA2002-41. 13-18 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Y.Ji, T.Fujino, S.Abe, J.Matsukata, S.Asano: "On the impact of time scales on tail behavior of long-range dependent internet traffic"To be presented at 11th IEEE International Conference on Networks. (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 計 宇生: "トラヒック規制の効果とサービス品質に対する影響に関する検討"NII Journal. 第2号. 1-8 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 阿部俊二, 藤野貴之, 計宇生, 松方純, 浅野正一郎: "学術情報ネットワークにおける自己相関トラヒックの解析"インターネットコンファレンス2001論文集. 151-158 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 計 宇生: "情報流通プラットフォームにおけるQoS保証のためのトラヒック制御"NII Journal. 第3号. 23-33 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] K.Ono, S.Satoh, F.Andres, Y.Ji, N.Katayama: "Creating a Global Multimedia Repository Framework for Cultural Heritage with Advanced Information Technology"Proc. Tokyo Symposium for Digital Silk Roads. (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 滝田大介, 計宇生, 浅野正一郎: "MPLSトラヒックエンジニアリングにおける複数経路の設定方法とバランシングに関する検討"電子情報通信学会技術研究報告. NS2001-247. 171-176 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 藤野貴之, 上岡英史, 阿部俊二, 計宇生, 松方純, 山田茂樹, 浅野正一郎: "学術情報ネットワークへのIPv6導入と今後の展開"電子情報通信学会技術研究報告. NS2001-253. 217-222 (2002)

    • Related Report
      2001 Annual Research Report

URL: 

Published: 2001-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi