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Enhancing Timeliness of Distributed Publish/Subscribe Messaging

Research Project

Project/Area Number 19K20253
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 60060:Information network-related
Research InstitutionKogakuin University (2020-2022)
Tokyo Institute of Technology (2019)

Principal Investigator

BANNO Ryohei  工学院大学, 情報学部(情報工学部), 准教授 (30832521)

Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2021: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2020: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2019: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
KeywordsIoT / Publish/Subscribe / オーバレイネットワーク / publish/subscribe / 分散システム / ルーティング
Outline of Research at the Start

pub/subメッセージングは、送受信者の間にbrokerと呼ばれる中継サーバを配置し、brokerがデータ内容に応じて受信者を動的に決定して、データを転送する仕組みである。送受信者は「誰と通信すれば良いか」を直接意識する必要が無く、データの生成や消費に専念できる利点がある。本研究では、多数のbrokerを連携させることでbrokerへの負荷集中を解消し、かつ、送受信者間のデータ中継を高速に処理することができる、低遅延な分散pub/subメッセージング技術を確立する。

Outline of Final Research Achievements

In this study, we focused on realizing low-latency distributed Publish/Subscribe messaging. Publish/Subscribe messaging is a communication model in which information is exchanged through a broker. Considering large-scale systems that require real-time communication, it is necessary to distribute the load using a large number of brokers while suppressing the latency caused by the overhead of the load distribution. We have proposed several techniques, such as reducing the path length of multi-hop forwarding among brokers and dynamically switching topologies. Simulation experiments showed that these techniques achieve high throughput while lowering latency.

Academic Significance and Societal Importance of the Research Achievements

本研究では、自律分散システムで用いられる著名なアルゴリズムを対象として転送経路長の短縮等を実現する手法を複数提案している。これらの改良手法は、本研究でターゲットとしたPublish/Subscribeメッセージングに限らず、様々な応用において役に立つ可能性がある。また、研究成果の社会還元の一手段として、研究過程で開発したソフトウェアを無償利用可能な形で一般公開しており、既に国内外において利用事例がある。

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (27 results)

All 2023 2022 2021 2020 2019

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 5 results) Presentation (21 results) (of which Int'l Joint Research: 9 results,  Invited: 2 results)

  • [Journal Article] A drone-based movable smart remote control for household appliances2022

    • Author(s)
      Fukushiro Makoto、Kitagawa Yusuke、Banno Ryohei
    • Journal Title

      IEICE Communications Express

      Volume: 11 Issue: 12 Pages: 778-783

    • DOI

      10.1587/comex.2022COL0033

    • ISSN
      2187-0136
    • Year and Date
      2022-12-01
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Managing Trade-off Between Subscription Load and Latency in Vehicular Edge Platform2022

    • Author(s)
      Takada Takumu、Banno Ryohei
    • Journal Title

      EAI Endorsed Transactions on Internet of Things

      Volume: 8 Issue: 28 Pages: 1-5

    • DOI

      10.4108/eetiot.v8i28.708

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Exploiting semi-structured overlay networks in blockchain systems2021

    • Author(s)
      Ryohei Banno, Yusuke Kitagawa, Kazuyuki Shudo
    • Journal Title

      IEICE Communications Express

      Volume: 10 Issue: 8 Pages: 447-450

    • DOI

      10.1587/comex.2021ETL0011

    • NAID

      130008070798

    • ISSN
      2187-0136
    • Year and Date
      2021-08-01
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Efficient Routing Method for Range Queries in Skip Graph2020

    • Author(s)
      Ryohei Banno, Kazuyuki Shudo
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E103.D Issue: 3 Pages: 516-525

    • DOI

      10.1587/transinf.2019FCP0008

    • NAID

      130007804172

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2020-03-01
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Detouring Skip Graph: Efficient Routing via Detour Routes on Skip Graph Topology2020

    • Author(s)
      Takeshi Kaneko, Ryohei Banno, Kazuyuki Shudo, Kota Abe, Yuuichi Teranishi
    • Journal Title

      IEEE Open Journal of the Communications Society

      Volume: 1 Pages: 1658-1673

    • DOI

      10.1109/ojcoms.2020.3028871

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] SDNを活用するPub/Sub基盤におけるオーバーレイネットワーク管理方式の改善手法2020

    • Author(s)
      盛房亮輔, 坂野遼平, 安倍広多, 寺西裕一, 石原真太郎, 秋山豊和
    • Journal Title

      情報処理学会論文誌

      Volume: Vol. 61, No. 2 Pages: 326-338

    • NAID

      170000181687

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Presentation] ジェスチャを用いたドローンによる家電操作システムの検討2023

    • Author(s)
      藤井大輝, 坂野遼平
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Server redirectionを利用したMQTTブローカへのクライアント振り分け手法2023

    • Author(s)
      吉村佳祐, 坂野遼平
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Acceleration of MQTT-SN protocol using P42022

    • Author(s)
      Ryohei Banno, Koki Osawa
    • Organizer
      IEEE Global Internet Symposium
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ドローンとスマートリモコンを用いた家電制御の検討2022

    • Author(s)
      福代誠, 北川雄介, 坂野遼平
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2021 Research-status Report
  • [Presentation] MQTTと分散KVSを用いたスケーラブルなIoTデータ収集基盤2022

    • Author(s)
      村上輝泰, 坂野遼平
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2021 Research-status Report
  • [Presentation] A scalable IoT data collection method by shared-subscription with distributed MQTT brokers2021

    • Author(s)
      Ryohei Banno, Toshinori Yoshizawa
    • Organizer
      EAI International Conference on Mobile Networks and Management
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] MQTTブローカと共有サブスクリプションを用いたスケーラブルなIoTデータ収集方式の検討2021

    • Author(s)
      坂野遼平, 芳澤俊成
    • Organizer
      電子情報通信学会インターネットアーキテクチャ研究会
    • Related Report
      2021 Research-status Report
  • [Presentation] Measuring Performance of MQTT v5.0 Brokers with MQTTLoader2021

    • Author(s)
      Ryohei Banno, Koki Ohsawa, Yusuke Kitagawa, Takumu Takada, Toshinori Yoshizawa
    • Organizer
      IEEE Consumer Communications & Networking Conference
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] P4を用いたMQTT-SNアクセラレーションの実装2021

    • Author(s)
      大澤昂生, 日比智也, 坂野遼平
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2020 Research-status Report
  • [Presentation] エッジコンピューティングを用いたダイナミックマップにおける通信遅延と負荷のトレードオフ分析2021

    • Author(s)
      高田拓夢, 坂野遼平
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2020 Research-status Report
  • [Presentation] MQTT v5.0を用いたスケーラブルな情報収集基盤の検討2021

    • Author(s)
      芳澤俊成, 坂野遼平
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2020 Research-status Report
  • [Presentation] P4を用いたMQTT-SNアクセラレーション2021

    • Author(s)
      大澤昂生, 日比智也, 坂野遼平
    • Organizer
      電子情報通信学会インターネットアーキテクチャ研究会
    • Related Report
      2020 Research-status Report
  • [Presentation] Adaptive Topology for Scalability and Immediacy in Distributed Publish/Subscribe Messaging2020

    • Author(s)
      Ryohei Banno, Kazuyuki Shudo
    • Organizer
      IEEE Annual International Computers, Software & Applications Conference
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Various Tradeoffs in IoT Systems and Edge Computing2020

    • Author(s)
      Ryohei Banno
    • Organizer
      EAI International Conference on Mobile Networks and Management (MONAMI)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] IoTを支えるMQTTプロトコルとその技術動向2020

    • Author(s)
      坂野遼平
    • Organizer
      電子情報通信学会ネットワークシステム研究会
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] A Study of Blockchain Systems Exploiting Semi-Structured Overlay Networks with FRT2020

    • Author(s)
      Ryohei Banno, Yusuke Kitagawa, Kazuyuki Shudo
    • Organizer
      IEICE International Conference on Emerging Technologies for Communications
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Adaptive Topology for Scalability and Immediacy in Distributed Publish/Subscribe Messaging2020

    • Author(s)
      Ryohei Banno, Kazuyuki Shudo
    • Organizer
      IEEE Annual International Computer Software & Applications Conference (COMPSAC)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Detouring Skip Graph: A Structured Overlay Utilizing Detour Routes2020

    • Author(s)
      Takeshi Kaneko, Ryohei Banno, Kazuyuki Shudo, Yusuke Aoki, Kota Abe, Yuuichi Teranishi
    • Organizer
      Anual IEEE Consumer Communications and Networking Conference (CCNC)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Skip Suffix Array: A Partial Match Retrieval Method on Structured Overlay Networks2020

    • Author(s)
      Ryohei Banno, Kazuyuki Shudo
    • Organizer
      International Conference on Information Networking (ICOIN)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] pub/subメッセージングにおける負荷分散性と低遅延性の適応的制御2019

    • Author(s)
      坂野遼平, 首藤一幸
    • Organizer
      第18回情報科学技術フォーラム (FIT2019)
    • Related Report
      2019 Research-status Report
  • [Presentation] Detouring Skip Graph: 迂回経路を活用する構造化オーバレイ2019

    • Author(s)
      金子孟司, 坂野遼平, 青木優介, 首藤一幸
    • Organizer
      電子情報通信学会インターネットアーキテクチャ研究会
    • Related Report
      2019 Research-status Report

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Published: 2019-04-18   Modified: 2024-01-30  

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