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A Study on Agile Policy Framework for Behavior-driven Network Control

Research Project

Project/Area Number 15H02694
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Information network
Research InstitutionOsaka City University

Principal Investigator

Ata Shingo  大阪市立大学, 大学院工学研究科, 教授 (30326251)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥16,380,000 (Direct Cost: ¥12,600,000、Indirect Cost: ¥3,780,000)
Fiscal Year 2017: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
Fiscal Year 2015: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Keywordsネットワーク / 運用管理 / ビヘイビア / トラヒック分析 / ポリシー / 機械学習 / ネットワーク運用管理 / ポリシ制御 / PDCA サイクル / スライス化 / 仮想化 / ネットワーク構成 / 管理運用 / SDN / ポリシフレームワーク / ネットワーク制御 / PDCA
Outline of Final Research Achievements

In this study, focus on behavior of users, terminals and networks, and propose an architecture of agile policy framework to achieve behavior-driven network control. This framework considers a "behavior", which is represented by a set of traffic flows, and provide a policy management scheme to satisfy overall Quality of Experience, and efficient protection agains various types of security. This framework aims agile policy management by establishing PDCA (Plan-Do-Check-Ack) cycle in network operations. A proof-of-concept model is also designed and developed.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (21 results)

All 2018 2017 2016 2015 Other

All Journal Article (11 results) (of which Peer Reviewed: 9 results,  Acknowledgement Compliant: 1 results) Presentation (7 results) (of which Invited: 3 results) Remarks (3 results)

  • [Journal Article] ワークフローのモジュール化によるネットワーク運用管理自動化手法2018

    • Author(s)
      瓦井 太雄, 吉田 直樹, 中山 裕貴, 林 經正, 阿多 信吾
    • Journal Title

      電子情報通信学会技術研究報告 (ICM)

      Volume: 117 Pages: 13-18

    • Related Report
      2017 Annual Research Report
  • [Journal Article] A Dynamic Configuration Method for SDN Enabled Networks Based on Database Systems2017

    • Author(s)
      佐藤 寧洋,河合 勇輝, 阿多 信吾, 岡 育生
    • Volume
      J100-B
    • Issue
      12
    • Pages
      1043-1057
    • DOI

      10.14923/transcomj.2017JBP3022

    • ISSN
      1344-4697
    • Year and Date
      2017-12-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Identification of communication devices from analysis of traffic patterns2017

    • Author(s)
      Kawai Hiroki、Ata Shingo、Nakamura Nobuyuki、Oka Ikuo
    • Journal Title

      Proceedings of International Conference on Network and Service Management

      Volume: - Pages: 1-5

    • DOI

      10.23919/cnsm.2017.8256018

    • NAID

      40021249522

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Management of Information, Communications, and Networking: from the Past to the Future2017

    • Author(s)
      Shingo Ata, Toshio Tonouchi
    • Journal Title

      IEICE Transactions on Communications

      Volume: E100.B Issue: 9 Pages: 1614-1622

    • DOI

      10.1587/transcom.2016PFI0017

    • NAID

      130006038481

    • ISSN
      0916-8516, 1745-1345
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Identification of user behavior from flow statistics2017

    • Author(s)
      Ata Shingo、Iemura Yusuke、Nakamura Nobuyuki、Oka Ikuo
    • Journal Title

      Proceedings of APNOMS 2017

      Volume: - Pages: 1-5

    • DOI

      10.1109/apnoms.2017.8094176

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 通信トラヒックのパターン分析にもとづく通信機器同定に関する手法2017

    • Author(s)
      河合 嘉輝, 阿多 信吾, 岡 育生, 中村 信之
    • Journal Title

      電子情報通信学会技術研究報告 (IN)

      Volume: 117(89) Pages: 49-54

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Quantitatively Assess Network Security Risk for Virtual Network's Triage2016

    • Author(s)
      Zolong Li, Shingo Ata, Ikuo Oka
    • Journal Title

      Proc. APNOMS 2016

      Volume: - Pages: 1-12

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Analysis of Network Traffic by Applications of Smart Devices2016

    • Author(s)
      Takeshi Tsumuro, Shingo Ata, Ikuo Oka
    • Journal Title

      Proc. APNOMS 2016

      Volume: - Pages: 1-12

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Establishing PDCA Cycles for Agile Network Management in SDN/NFV Infrastructure2015

    • Author(s)
      Kotaro Shibata, Hiroki Nakayama, Tsunemasa Hayashi, Shingo Ata
    • Journal Title

      Proceedings of the 14th IFIP/IEEE Symposium on Integrated Network and Service Management (IM 2015)

      Volume: - Pages: 619-625

    • DOI

      10.1109/inm.2015.7140346

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Enhancing Immediacy of Identification with Multi-Stage Application Identification2015

    • Author(s)
      Yuichi Kumano, Shingo Ata, Nobuyuki Nakamura, Yoshihiro Nakahira, Ikuo Oka
    • Journal Title

      Proceedings of the 7th International Conference on New Technologies, Mobility and Security (NTMS 2015)

      Volume: - Pages: 1-2

    • DOI

      10.1109/ntms.2015.7266492

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Abstract Model of SDN Architectures Enabling Comprehensive Performance Comparisons2015

    • Author(s)
      Tatsuya Sato, Yasuhiro Sato, Shingo Ata, Ikuo Oka
    • Journal Title

      Proceedings of the 11th International Conference on Network and Service Management (CNSM 2015)

      Volume: - Pages: 99-107

    • DOI

      10.1109/cnsm.2015.7367345

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 機械学習アルゴリズムを用いた呼制御プロトコルにおけるエラー識別2018

    • Author(s)
      兎本 圭脩, 阿多 信吾, 千村 保文, 中村 信之, 八百 健嗣
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 運用管理の自動化によるパーソナライズネットワークの実現に向けて2018

    • Author(s)
      阿多 信吾
    • Organizer
      電子情報通信学会情報通信マネジメントワークショップ
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 通信および設定履歴にもとづくネットワーク運用の自動化2017

    • Author(s)
      阿多信吾
    • Organizer
      電子情報通信学会情報通信マネジメント研究会
    • Place of Presentation
      長崎県長崎市
    • Year and Date
      2017-01-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] キャンパスネットワークのSDN化の実例と課題2017

    • Author(s)
      阿多 信吾
    • Organizer
      大学 ICT 推進協議会年次大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] パーソナライズ制御を実現するキャンパスネットワークの運用管理自動化に向けて2017

    • Author(s)
      阿多 信吾
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] ICM研のアクティビティから見る将来のネットワーク像 管理運用の自動化に向けて2017

    • Author(s)
      阿多信吾
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      愛知県名古屋市
    • Related Report
      2016 Annual Research Report
  • [Presentation] 複数フローに着目したユーザビヘイビア分類手法のためのフロー特徴分析2015

    • Author(s)
      家村 勇輔, 熊野 佑一, 中村 信之, 阿多 信吾, 岡 育生
    • Organizer
      電子情報通信学会コミュニケーションクォリティ研究会
    • Place of Presentation
      福岡工業大学(福岡県福岡市)
    • Year and Date
      2015-04-22
    • Related Report
      2015 Annual Research Report
  • [Remarks] 情報通信領域ホームページ

    • URL

      https://www.c.info.eng.osaka-cu.ac.jp/

    • Related Report
      2017 Annual Research Report
  • [Remarks] 情報通信領域研究紹介

    • URL

      http://www.c.info.eng.osaka-cu.ac.jp/research

    • Related Report
      2016 Annual Research Report
  • [Remarks] 大阪市立大学 情報通信領域

    • URL

      https://www.c.info.eng.osaka-cu.ac.jp/

    • Related Report
      2015 Annual Research Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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