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Designing and Controlling Information Networks based on Evolution of Evolvability of Biological System

Research Project

Project/Area Number 15H01682
Research Category

Grant-in-Aid for Scientific Research (A)

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

Principal Investigator

Murata Masayuki  大阪大学, 情報科学研究科, 教授 (80200301)

Co-Investigator(Kenkyū-buntansha) 小南 大智  大阪大学, 経済学研究科, 助教 (00709678)
荒川 伸一  大阪大学, 情報科学研究科, 准教授 (20324741)
津留 三良  東京大学, 大学院理学系研究科(理学部), 特任助教 (80594506)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥43,550,000 (Direct Cost: ¥33,500,000、Indirect Cost: ¥10,050,000)
Fiscal Year 2017: ¥14,560,000 (Direct Cost: ¥11,200,000、Indirect Cost: ¥3,360,000)
Fiscal Year 2016: ¥15,340,000 (Direct Cost: ¥11,800,000、Indirect Cost: ¥3,540,000)
Fiscal Year 2015: ¥13,650,000 (Direct Cost: ¥10,500,000、Indirect Cost: ¥3,150,000)
Keywords仮想ネットワーク / ネットワークアーキテクチャ / 環境適応 / 進化適応 / ネットワーク設計 / 資源増強 / 進化適応性 / 情報ネットワーク / 進化適応機構 / 突然変異
Outline of Final Research Achievements

In this work, we develop a design method for physical infrastructure of SDI environments to enhance the evolution of evolvability, which is also observed in biological systems. Our method is based on a biological evolution model and provides both evolvability and adaptability under various patterns of traffic fluctuation and traffic growth. Our method determines the set of nodes to which physical resources should be added based on the possibility of evolution of a control matrix suitable for a new environment. Our results show that our method accommodates more patterns of traffic fluctuation than ad-hoc design methods do.

Report

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

    (20 results)

All 2018 2017 2016 2015

All Journal Article (7 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 6 results,  Open Access: 3 results,  Acknowledgement Compliant: 4 results) Presentation (13 results) (of which Int'l Joint Research: 9 results)

  • [Journal Article] Designing VNT candidates robust against network failures2018

    • Author(s)
      Onur Alparslan, Shin’ichi Arakawa, and Masayuki Murata
    • Journal Title

      Journal of Internet Technology

      Volume: 19 Pages: 279-288

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mutation accumulation under UV radiation in Escherichia coli2017

    • Author(s)
      Atsushi Shibai, Yusuke Takahashi, Yuka Ishizawa, Daisuke Motooka, Shota Nakamura, Bei-Wen Ying, Saburo Tsuru
    • Journal Title

      Scientific Reports

      Volume: 7(14531) Issue: 1 Pages: 1-12

    • DOI

      10.1038/s41598-017-15008-1

    • NAID

      120007128813

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A biological approach to physical topology design for plasticity in optical networks2017

    • Author(s)
      Inoue Koki、Arakawa Shin'ichi、Murata Masayuki
    • Journal Title

      Optical Switching and Networking

      Volume: 25 Pages: 124-132

    • DOI

      10.1016/j.osn.2017.04.004

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Density-Dependent Recycling Promotes the Long-Term Survival of Bacterial Populations during Periods of Starvation2017

    • Author(s)
      Sotaro Takano, Bogna J. Pawlowsk, Ivana Gudelj, Tetsuya Yomo, Saburo Tsuru
    • Journal Title

      mBio

      Volume: 8 Issue: 1 Pages: 1-14

    • DOI

      10.1128/mbio.02336-16

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Designing VNT candidates robust against network failures2017

    • Author(s)
      Onur Alparslan, Shin’ichi Arakawa and Masayuki Murata
    • Journal Title

      Journal of Internet Technology

      Volume: 印刷中

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Virtual network reconfiguration in elastic optical path networks for future bandwidth allocation2016

    • Author(s)
      Toshihiko Ohba, Shin’ichi Arakawa, and Masayuki Murata
    • Journal Title

      IEEE/OSA Journal of Optical Communications and Networking

      Volume: 8 Issue: 9 Pages: 633-644

    • DOI

      10.1364/jocn.8.000633

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Genomic confirmation of nutrient-dependent mutability of mutators in Escherichia coli2015

    • Author(s)
      Tsuru S, Ishizawa Y, Shibai A, Takahashi Y, Motooka D, Nakamura S, Yomo T
    • Journal Title

      Genes to Cells

      Volume: 20(12) Issue: 12 Pages: 972-981

    • DOI

      10.1111/gtc.12300

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Flexible user model for human’s cognitive judgment in video streaming applications2018

    • Author(s)
      Masayoshi Iwamoto, Tatsuya Otoshi, Daichi Kominami, and Masayuki Murata
    • Organizer
      Proceedings of The 6th Korea-Japan Joint Workshop on Complex Communication Sciences
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SDI における仮想網制御の進化適応性を高める計算資源増強手法2017

    • Author(s)
      井上昴輝・荒川伸一・村田正幸
    • Organizer
      電子情報通信学会ネットワークシステム研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Improving resiliency against DDoS attacks by SDN and multipath orchestration of VNF services2017

    • Author(s)
      Onur Alparslan, Onur Gunes, Y. Sinan Hanay, Shin’ichi Arakawa, and Masayuki Murata
    • Organizer
      Proceedings of IEEE International Symposium on Local and Metropolitan Area Networks
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A method for updating attractor sets in noise-induced virtual network topology control2017

    • Author(s)
      Koki Sakamoto, Toshihiko Ohba, Shin’ichi Arakawa, and Masayuki Murata
    • Organizer
      IEEE Consumer Communications and Networking Conference (IEEE CCNC 2017)
    • Place of Presentation
      LasVegas, USA
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Bayesian-based approach for virtual network reconfiguration in elastic optical path networks2017

    • Author(s)
      Toshihiko Ohba, Shin’ichi Arakawa, and Masayuki Murata
    • Organizer
      OSA Optical Fiber Communication
    • Place of Presentation
      LosAngeles, USA
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Implementation of a sound-source localization method for calling frog in an outdoor environment using a wireless sensor network2016

    • Author(s)
      Yasuharu Hirano, Takuya Iwai, Daichi Kominami, Ikkyu Aihara and Masayuki Murata
    • Organizer
      IEEE International Conference on Wireless Communications Signal Processing and Networking (WiSPNET 2016)
    • Place of Presentation
      インド
    • Year and Date
      2016-03-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 遅延プロファイルを用いたゆらぎ原理にもとづくSDI仮想化基盤制御手法の提案と評価2016

    • Author(s)
      井上 昴輝, 荒川 伸一, 今井 悟史, 片桐 徹, 関屋 元義, 村田 正幸
    • Organizer
      電子情報通信学会 情報ネットワーク研究会
    • Place of Presentation
      宮崎
    • Year and Date
      2016-03-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] Evaluation of the degree correlation’s impact on information diffusion in modular networks2016

    • Author(s)
      Shu Ishikura, Daichi Kominami, and Masayuki Murata
    • Organizer
      rea-Japan Joint Workshop on Complex Communication Science (KJCCS)
    • Place of Presentation
      長野
    • Year and Date
      2016-01-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Adaptive VNE method based on Yuragi principle for software defined infrastructure2016

    • Author(s)
      Koki Inoue, Shin'ichi Arakawa, Satoshi Imai, Toru Katagiri, and Masayuki Murata
    • Organizer
      IEEE 17th International Conference on High Performance Switching and Routing (HPSR 2016)
    • Place of Presentation
      Kanagawa, Japan
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Designing VNT candidates robust against congestion due to node failures2016

    • Author(s)
      Onur Alparslan, Shin'ichi Arakawa, and Masayuki Murata
    • Organizer
      IEEE 17th International Conference on High Performance Switching and Routing (HPSR 2016)
    • Place of Presentation
      Kanagawa, Japan
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ゆらぎ原理を用いたVNT制御におけるアトラクター集合の更新手法の提案2016

    • Author(s)
      坂本昂輝, 大場斗士彦, 荒川伸一, 村田正幸
    • Organizer
      電子情報通信学会フォトニックネットワーク研究会(
    • Place of Presentation
      北海道札幌市
    • Related Report
      2016 Annual Research Report
  • [Presentation] Achieving plasticity in WDM networks: Ap-plication of biological evolutionary model to network design2015

    • Author(s)
      Koki Inoue, Shin’ichi Arakawa and Masayuki Murata
    • Organizer
      IEEE Global Communications Conference (GLOBECOM 2015)
    • Place of Presentation
      米国
    • Year and Date
      2015-12-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] エラスティック光ネットワークにおけるアトラクター選択にもとづく仮想網制御手法の提案と評価2015

    • Author(s)
      大場 斗士彦, 荒川 伸一, 村田 正幸
    • Organizer
      電子情報通信学会 フォトニックネットワーク研究会
    • Place of Presentation
      東京
    • Year and Date
      2015-11-17
    • Related Report
      2015 Annual Research Report

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

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