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Research on Application/Device Specific Slicing for Next Generation MVNO

Research Project

Project/Area Number 15H01681
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Information network
Research InstitutionThe University of Tokyo

Principal Investigator

Nakao Akihiro  東京大学, 大学院情報学環, 教授 (60401238)

Co-Investigator(Kenkyū-buntansha) 杜 平  東京大学, 大学院情報学環・学際情報学府, 特任講師 (10462912)
山本 周  東京大学, 大学院情報学環・学際情報学府, 特任助教 (10590317)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥39,000,000 (Direct Cost: ¥30,000,000、Indirect Cost: ¥9,000,000)
Fiscal Year 2017: ¥10,790,000 (Direct Cost: ¥8,300,000、Indirect Cost: ¥2,490,000)
Fiscal Year 2016: ¥11,830,000 (Direct Cost: ¥9,100,000、Indirect Cost: ¥2,730,000)
Fiscal Year 2015: ¥16,380,000 (Direct Cost: ¥12,600,000、Indirect Cost: ¥3,780,000)
KeywordsSDN / Network Slicing / NFV / MVNO / 仮想ネットワーク / MEC / ネットワークセキュリティ / アプリケーション同定 / プログラマブルネットワーク / トラヒック制御 / SDN NFV / エッジコンピューティング / ソフトウェア化 / 機械学習 / ネットワーク仮想化 / ネットワーク / 先進的通信 / 移動体通信 / インターネット高度化 / 情報通信工学 / Mobile Edge Computing / モバイルネットワーク / Quality of Service / Quality of Service (QoS) / トラフィック制御
Outline of Final Research Achievements

We propose next-generation MVNO infrastructure based on application / device specific network slicing, which introduces fine-grained QoS control and network functions enabled by SDN / NFV technology designed for each application / device. We also conduct evaluations in the real world field experiments. Our research outcome is three-fold: (1) infrastructure technologies for application/device specific QoS by identifying applications and devices from the data traffic without privacy violation and despite encryption, (2) edge computing technologies for resource limited mobile terminals utilizing network edge resources and (3) bandwidth control technologies that enable both operators and users to optimally use the limited bandwidth.
We have published lots of academic research publication and field experiments as planned, and in the final year, we have achieved technology transfer for the commercialization of research outcome.

Report

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

    (60 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (8 results) Journal Article (10 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 5 results,  Open Access: 2 results) Presentation (39 results) (of which Int'l Joint Research: 21 results,  Invited: 10 results) Remarks (2 results) Patent(Industrial Property Rights) (1 results) (of which Overseas: 1 results)

  • [Int'l Joint Research] アールト大学(フィンランド)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] トレント大学(イタリア)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] ユーレコム大学(フランス)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Aalto University/Ericsson(Finland)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Fraunhofer Institute (FOKUS)(Germany)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Orange/Eurecom University(France)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Mandat International/Device Gateway(Switzerland)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] National Taiwan University/NTU of Science and Technology(Taiwan)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Toward In-Network Deep Machine Learning for Identifying Mobile Applications and Enabling Application Specific Network Slicing2018

    • Author(s)
      NAKAO Akihiro、DU Ping
    • Journal Title

      IEICE Transactions on Communications

      Volume: E101.B Issue: 7 Pages: 1536-1543

    • DOI

      10.1587/transcom.2017CQI0002

    • NAID

      130007386780

    • ISSN
      0916-8516, 1745-1345
    • Year and Date
      2018-07-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 網内機械学習を用いたアプリケーション同定2018

    • Author(s)
      上月正貴, 中尾彰宏
    • Journal Title

      信学技報

      Volume: 117 Pages: 269-274

    • Related Report
      2017 Annual Research Report
  • [Journal Article] FlareLTE: A Cost-efficient Platform for Deploying Large-scale Experimental Mobile Networks2018

    • Author(s)
      Ping Du, Shu Yamamoto, Yoshiaki Kiriha, Akihiro Nakao Ryota Shinojima, Yoshio Inoue, Kazunari Kobayashi and Yuuko Akiyama
    • Journal Title

      Proceedings of the 2018 IEICE General Conference,

      Volume: 2 Pages: 48-49

    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Towards E2E Slicing in 5G: A Spectrum Slicing Testbed and Its Extension to the Packet Core2017

    • Author(s)
      Gebremariam Anteneh A.、Usman Muhammad、Du Ping、Nakao Akihiro、Granelli Fabrizio
    • Journal Title

      IEEE Global Communications Conference: Workshops: International Workshop on 5G Test-Beds & Trials - Learnings from implementing 5G

      Volume: 1 Pages: 1-6

    • DOI

      10.1109/glocomw.2017.8269212

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] モバイルエッジコンピューティングにおける新規応用分野の提案2017

    • Author(s)
      岩井貴充, 中尾彰宏
    • Journal Title

      信学技報

      Volume: 117 Pages: 33-38

    • Related Report
      2017 Annual Research Report
  • [Journal Article] SDN enhancements for the sliced, deep programmable 5G core2017

    • Author(s)
      Fabian Eichhorn, Marius Corici, Thomas Magedanz, Ping Du, Yoshiaki Kiriha, and Akihiro Nakao
    • Journal Title

      International Workshop on Management of SDN and NFV Systems, 2017 Nov.

      Volume: 1 Pages: 1-4

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Application Specific IoT Suite Leveraging Deeply Programmable Network and IoT MVNO2017

    • Author(s)
      Ping Du, Yoshiaki Kiriha and Akihiro Nakao
    • Journal Title

      Proceedings of the 2017 IEICE Society Conference

      Volume: 2 Pages: 72-73

    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] エッジコンピューティングを活用した広域分散処理システムにおけるIoMTサービス最適化のためのMetricsの提案2017

    • Author(s)
      雨宮宏一郎、佐々木健吾、中尾彰宏
    • Journal Title

      信学技報,

      Volume: 117 Pages: 41-46

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Application-Specific Slicing for MVNO and Traffic Characterization2017

    • Author(s)
      Akihiro Nakao and Ping Du
    • Journal Title

      IEEE/OSA Journal of Optical Communication and Networking

      Volume: 9 Pages: 256-262

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Application Specific Slicing for MVNO through Software-Defined Data Plane Enhancing SDN2015

    • Author(s)
      Akihiro Nakao, Ping Du, Takamitsu Iwai.
    • Journal Title

      IEICE Transactions on Communications

      Volume: E98.B Issue: 11 Pages: 2111-2120

    • DOI

      10.1587/transcom.E98.B.2111

    • NAID

      130005106065

    • ISSN
      0916-8516, 1745-1345
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] 網内機械学習を用いたアプリケーション同定2018

    • Author(s)
      上月正貴, 中尾彰宏
    • Organizer
      電子情報通信学会 ネットワークシステム研究会, 2018年3月
    • Related Report
      2017 Annual Research Report
  • [Presentation] FlareLTE: A Cost-efficient Platform for Deploying Large-scale Experimental Mobile Networks2018

    • Author(s)
      Ping Du, Shu Yamamoto, Yoshiaki Kiriha, Akihiro Nakao Ryota Shinojima, Yoshio Inoue, Kazunari Kobayashi and Yuuko Akiyama
    • Organizer
      General Conference of IEICE, BS-2-25, 2018 March
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] France-Japan Forum on Challenged Future Cities2018

    • Author(s)
      Akihiro Nakao
    • Organizer
      日仏学術フォーラム「未来のスマートシティへの新たな挑戦」  France-Japan Forum on Challenged Future Cities
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Layered Vehicle Control System Coordinated between Multiple Edge Servers2017

    • Author(s)
      Kengo Sasaki, Naoya Suzuki, Satoshi Makido and Akihiro Nakao
    • Organizer
      The 3rd IEEE Conference on Network Softwarization (IEEE NetSoft 2017)
    • Place of Presentation
      Bologna, Italy
    • Year and Date
      2017-07-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] クラウドとエッジサーバの連携による遠隔車両制御システム2017

    • Author(s)
      佐々木健吾,鈴木有也,牧戸知史,中尾彰宏.
    • Organizer
      電子情報通信学会 総合大会 B-6-34, 2017
    • Place of Presentation
      名城大学(愛知県・名古屋市)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] 空間情報基盤としてのダイナミックマップとその応用2017

    • Author(s)
      牧戸知史,佐々木健吾,鈴木有也,中尾彰宏
    • Organizer
      電子情報通信学会 総合大会 BI-10-3 , 2017
    • Place of Presentation
      名城大学(愛知県・名古屋市)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] ジニ係数とコサイン類似度を用いたモバイルトラフィックにおける高精度アプリケーション判定手法2017

    • Author(s)
      岩井 貴充, 中尾 彰宏
    • Organizer
      電子情報通信学会 ネットワークシステム研究会 (NS)
    • Place of Presentation
      沖縄残波岬ロイヤルホテル(沖縄県、中頭郡読谷村)
    • Year and Date
      2017-03-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] A Method for Reducing Network Delay and Improving Bandwidth Utilization of ITS Applications Using Pub/Sub Multicast and Packet Aggregation2017

    • Author(s)
      peng minjiong・Hamid Farhady・Akihiro Nakao
    • Organizer
      電子情報通信学会 ネットワークシステム研究会 (NS)
    • Place of Presentation
      沖縄残波岬ロイヤルホテル(沖縄県、中頭郡読谷村)
    • Year and Date
      2017-03-03
    • Related Report
      2016 Annual Research Report
  • [Presentation] Flexible Network Slicing for Low-latency 5G Mobile Services2017

    • Author(s)
      Akihiro Nakao
    • Organizer
      On*Vector Photonics Workshop 2017
    • Place of Presentation
      UCSD, Santiago, US
    • Year and Date
      2017-02-22
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Towards E2E Slicing in 5G: A Spectrum Slicing Testbed and its Extension to the Packet Core2017

    • Author(s)
      Anteneh A. Gebremariam, Muhammad Usman, Ping Du, Akihiro Nakao, and Fabrizio Granelli
    • Organizer
      IEEE Global Communications Conference: Workshops: International Workshop on 5G Test-Beds & Trials - Learnings from implementing 5G, 2017 Dec
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] モバイルエッジコンピューティングにおける新規応用分野の提案2017

    • Author(s)
      岩井貴充, 中尾彰宏
    • Organizer
      電子情報通信学会 ネットワークシステム研究会, 2017年11月.
    • Related Report
      2017 Annual Research Report
  • [Presentation] SDN enhancements for the sliced, deep programmable 5G core2017

    • Author(s)
      Fabian Eichhorn, Marius Corici, Thomas Magedanz, Ping Du, Yoshiaki Kiriha, and Akihiro Nakao
    • Organizer
      International Workshop on Management of SDN and NFV Systems, 2017 Nov.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Application Specific IoT Suite Leveraging Deeply Programmable Network and IoT MVNO2017

    • Author(s)
      Ping Du, Yoshiaki Kiriha and Akihiro Nakao
    • Organizer
      Society Conference of IEICE, BS-7-16, 2017 Sept.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] エッジコンピューティングを活用した広域分散処理システムにおけるIoMTサービス最適化のためのMetricsの提案2017

    • Author(s)
      雨宮宏一郎、佐々木健吾、中尾彰宏
    • Organizer
      電子情報通信学会 ネットワークシステム研究会, 2017年5月
    • Related Report
      2017 Annual Research Report
  • [Presentation] Packet-InメッセージとClickを用いたOpenFlowとの互換性のあるカスタムアクション拡張.2016

    • Author(s)
      安藤 翔伍, 中尾 彰宏
    • Organizer
      日本学術振興会産学協力研究委員会 インターネット技術第163委員会 第40回インターネット技術第163委員会研究会
    • Place of Presentation
      大沼国際セミナーハウス(北海道亀田郡)
    • Year and Date
      2016-11-09
    • Related Report
      2016 Annual Research Report
  • [Presentation] 5G移動通信とネットワークソフトウェアライゼーションの融合技術のIoTへの適用2016

    • Author(s)
      山本 周
    • Organizer
      CEATEC JAPAN 2016
    • Place of Presentation
      幕張メッセ(千葉県、千葉市)
    • Year and Date
      2016-10-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] Adaptive mobile application identification through in-network machine learning.2016

    • Author(s)
      Takamitsu Iwai and Akihiro Nakao
    • Organizer
      IEEE/IEICE 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) 2016
    • Place of Presentation
      金沢商工会議所(石川県、金沢市)
    • Year and Date
      2016-10-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Packet cache network function for peer-to-peer traffic management with Bloom-filter based flow classification2016

    • Author(s)
      Kengo Sasaki and Akihiro Nakao
    • Organizer
      IEEE/IEICE 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)2016
    • Place of Presentation
      金沢商工会議所(石川県、金沢市)
    • Year and Date
      2016-10-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Application Driven Network Softwarization and Network Slicing2016

    • Author(s)
      Akihiro Nakao
    • Organizer
      IEEE/IEICE 18th Asia-Pacific Network Operations and Management Symposium (APNOMS)2016, Distinguished Experts Panel
    • Place of Presentation
      金沢商工会議所(石川県、金沢市)
    • Year and Date
      2016-10-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Application Specific Mobile Edge Computing through Network Softwarization2016

    • Author(s)
      Ping Du and Akihiro Nakao
    • Organizer
      IEEE International Conference on Cloud Networking (CloudNet) 2016
    • Place of Presentation
      Pisa, Italy
    • Year and Date
      2016-10-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Vehicle control system coordinated between cloud and mobile edge computing2016

    • Author(s)
      Kengo Sasaki, Naoya Suzuki, Satoshi Makido and Akihiro Nakao
    • Organizer
      The 55th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) 2016
    • Place of Presentation
      つくば国際会議場(茨城県・つくば市)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] OpenFlow Transparent Custom Action Extension by Using Packet-In and Click Packet Processing2016

    • Author(s)
      Shogo Ando and Akihiro Nakao
    • Organizer
      IEEE The 22nd Asia Pacific Conference on Communications (APCC ) 2016
    • Place of Presentation
      Yogyakarta, Indonesia
    • Year and Date
      2016-08-25
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] FLARE: Deeply Programmable Network Node2016

    • Author(s)
      Ping Du, Shu Yamamoto, and Akihiro Nakao
    • Organizer
      The 12th International Conference on IP + Optical Network iPOP2016
    • Place of Presentation
      慶応大学(神奈川県、横浜市)
    • Year and Date
      2016-06-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Software Defined Data Plane and Applications (Keynote Speech)2016

    • Author(s)
      Akihiro Nakao
    • Organizer
      IEEE 17th International Conference on High Performance Switching and Routing
    • Place of Presentation
      慶応大学(神奈川県、横浜市)
    • Year and Date
      2016-06-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] OpenFlow Transparent Custom Action Extension by Using Packet-In and Click Packet Processing.2016

    • Author(s)
      Shogo Ando and Akihiro Nakao
    • Organizer
      The 22nd IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN) 2016
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2016-06-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Application-Driven Network Softwarization (Keynote Speech)2016

    • Author(s)
      Akihiro Nakao
    • Organizer
      The 2nd IEEE Conference on Network Softwarization (IEEE NetSoft 2016)
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2016-06-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A Context-aware IoT Architecture Through Software-defined Data Plane2016

    • Author(s)
      Ping Du, Pratama Putra, Shu Yamamoto,and Akihiro Nakao
    • Organizer
      IEEE TENSYMP 2016 (Best Paper Award)
    • Place of Presentation
      Bali, Indonesia
    • Year and Date
      2016-05-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Context-aware IoT Architecture through Software-defined Data Plane2016

    • Author(s)
      Ping Du, Pratama Putra, Shu Yamamoto, Akihiro Nakao
    • Organizer
      IEEE TENSYMP 2016
    • Place of Presentation
      Bali, Indonesia
    • Year and Date
      2016-05-09
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] つながるクルマの現状と今後の無線通信技術への期待2016

    • Author(s)
      牧戸知史,佐々木健吾,鈴木有也,中尾彰宏
    • Organizer
      電子情報通信学会 無線通信システム研究会(RCS) 信学技報, vol. 116, no. 11, RCS2016-6, pp. 33-37
    • Place of Presentation
      青森県弘前市
    • Year and Date
      2016-04-21
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Application Specific Slicing For MVNO Through Software-Defined Data Plane Enhancing SDN2016

    • Author(s)
      Akihiro Nakao
    • Organizer
      OFC 2016 (Optical Fiber Communication Conference and Expositon
    • Place of Presentation
      アメリカ合衆国カリフォルニア州アナハイム コンベンションセンター
    • Year and Date
      2016-03-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A High-secure IoT-based Lifestyle Monitoring System in the Context of Ageing Society2016

    • Author(s)
      Ping Du, Pratama Putra, Shu Yamamoto, Akihiro Nakao
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      九州大学(福岡県福岡市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 次世代MVNOのためのアプリケーション特化型トラフィック制御2016

    • Author(s)
      中尾彰宏
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      九州大学(福岡県福岡市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] SDNにおけるデータプレーン要素の拡張によるアプリケーション特化型 QoS制御手法2016

    • Author(s)
      徳永竣亮、中尾彰宏
    • Organizer
      電子情報通信学会ネットワークシステム研究会
    • Place of Presentation
      フェニックス・シーガイア・リゾート(宮崎県宮崎市)
    • Year and Date
      2016-03-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] 協調運転支援のためのMECにおける超低遅延イベント処理方式の評価2016

    • Author(s)
      戸笈拓海、中尾彰宏
    • Organizer
      電子情報通信学会ネットワークシステム研究会
    • Place of Presentation
      フェニックス・シーガイア・リゾート(宮崎県宮崎市)
    • Year and Date
      2016-03-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] SNSによるアクセス集中予測を利用したサーバの自動スケール制御手法2016

    • Author(s)
      田原俊一、中尾彰宏
    • Organizer
      電子情報通信学会ネットワークシステム研究会
    • Place of Presentation
      フェニックス・シーガイア・リゾート(宮崎県宮崎市)
    • Year and Date
      2016-03-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] End-to-End Slice Programmability and Mobile Edge Computing2016

    • Author(s)
      Akihiro Nakao
    • Organizer
      ON*Vector 2016
    • Place of Presentation
      アメリカ合衆国カリフォルニア大学サンディエゴ校
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Network SoftwarizationとSoftware Defined Data-Plane の可能性2015

    • Author(s)
      中尾彰宏
    • Organizer
      Comsys 2015
    • Place of Presentation
      お茶の水女子大学(東京都文京区)
    • Year and Date
      2015-11-25
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] アプリケーション毎のトラフィック制御を目的とするN-gramを用いた網内機械学習によるモバイルアプリケーション同定手法2015

    • Author(s)
      岩井貴充、中尾彰宏
    • Organizer
      電子情報通信学会ネットワークシステム研究会
    • Place of Presentation
      岩手県公会堂(岩手県盛岡市)
    • Year and Date
      2015-09-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] SDNにおけるデータプレーン拡張によるアプリケーション特化 QoS制御方式の実現2015

    • Author(s)
      徳永竣亮、中尾彰宏
    • Organizer
      電子情報通信学会 ネットワーク仮想化研究会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2015-07-17
    • Related Report
      2015 Annual Research Report
  • [Remarks] France-Japan Forum on Challenged Future Cities

    • URL

      https://fjcfc.lip6.fr

    • Related Report
      2017 Annual Research Report
  • [Remarks] France-Japan Forum on Challenged Future Cities

    • URL

      http://jsps.unistra.fr/forum-workshops/2018/

    • Related Report
      2017 Annual Research Report
  • [Patent(Industrial Property Rights)] Information transmission system, information communication apparatus, and information transmission apparatus2016

    • Inventor(s)
      Akihiro Nakao
    • Industrial Property Rights Holder
      Akihiro Nakao
    • Industrial Property Rights Type
      特許
    • Filing Date
      2016-04-01
    • Acquisition Date
      2017-02-15
    • Related Report
      2016 Annual Research Report
    • Overseas

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Published: 2015-04-16   Modified: 2022-08-25  

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