Study on QoS control for HTTP/2 Web services using next-generation protocols and SDN

• Project/Area Number: 16K00122
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Information network
• Research Institution: Nagoya Institute of Technology
• Principal Investigator: Ito Yoshihiro 名古屋工業大学, 工学(系)研究科(研究院), 准教授 (50335098)
• Project Period (FY): 2016-04-01 – 2019-03-31
• Project Status: Completed (Fiscal Year 2018)
• Budget Amount: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000); Fiscal Year 2018: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000); Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
• Keywords: Webサービス / 体感品質 / サービス品質 / SDN / 次世代プロトコル / Web / QoE / QoS / MPTCP / WebサービスにおけるQoE評価 / QoS制御 / ネットワーク

Outline of Final Research Achievements

This research studied the following two issues to improve Quality of Experience (QoE) for next-generation Web services. Firstly the research evaluated the effect of the mean delay and its variance on QoE; secondly it clarify the relationship between the delay and QoE by using the Path analysis. From the obtained results, Thirdly the research proposed two new methods of improving QoE. The former is a new congestion control which can suppress the variance of delay. The latter is SDN(Software Defined Networking)-based control; it can improve QoE without changing the existing protocols.

Academic Significance and Societal Importance of the Research Achievements

本研究で提案したQoEを向上するためのMPTCPの制御方式は、遅延の分散を抑制する新しいものであり、このようなアプローチを行なった研究はこれまで見られない。また、SDNによる制御方式では、既存のネットワーク設備やアプリケーション，およびコンテンツ自身の刷新を行う必要がないので，サービスの開発者や提供者は，大きな設備投資を必要とすることなく，ユーザにとってより高品質なWebサービスを提供することができるものである。

Research Products

• [Journal Article] Proposal of QoE-based Method of Estimating Appropriate Transmission Rate of IEEE 802.11g Wireless LAN for Web Services (2018)
  • Author(s): 田渕 茉也, 伊藤 嘉浩
  • Journal Title: IEEJ Transactions on Electronics, Information and Systems Volume: 138 Issue: 12 Pages: 1464-1468
  • DOI: 10.1541/ieejeiss.138.1464
  • NAID: 130007539514
  • ISSN: 0385-4221, 1348-8155
  • Year and Date: 2018-12-01
  • Peer Reviewed
• [Journal Article] Development of Wireless LAN Base Station with QoS Control Based on Web‐QoE by Bandwidth Control and Priority Control (2018)
  • Author(s): SHIHO ASANO YOSHIHIRO ITO
  • Journal Title: Electric and Communications in Japan Volume: 101 Issue: 5 Pages: 12-21
  • DOI: 10.1002/ecj.12058
  • NAID: 130006235408
  • Peer Reviewed
• [Journal Article] Development of Wireless LAN Base Station with QoS Control Based on Web-QoE by Bandwidth Control and Priority Control (2017)
  • Author(s): 淺野 志帆, 伊藤 嘉浩
  • Journal Title: IEEJ Transactions on Electronics, Information and Systems Volume: 137 Issue: 12 Pages: 1562-1570
  • DOI: 10.1541/ieejeiss.137.1562
  • NAID: 130006235408
  • ISSN: 0385-4221, 1348-8155
  • Peer Reviewed
• [Journal Article] Proposal and Evaluation of Mechanism for Selecting Low-Latency Route through Relay Router under IPv4/v6 Coexistence Environment (2016)
  • Author(s): 溝口知彦，伊藤嘉浩
  • Journal Title: 電子情報通信学会論文誌B 通信 Volume: J99-B Issue: 12 Pages: 1057-1065
  • DOI: 10.14923/transcomj.2016JBP3029
  • NAID: 120006695799
  • ISSN: 1881-0209
  • Year and Date: 2016-12-01
  • Peer Reviewed / Acknowledgement Compliant
• [Presentation] Study of Multi-Path TCP Scheduler to Suppress QoS Fluctuation for Improving WebQoE (2019)
  • Author(s): Kensuke Noda and Yoshihiro Ito
  • Organizer: 2019 International Conference on Electronics, Information, and Communication (ICEIC)
  • Int'l Joint Research
• [Presentation] Proposal of Multi-Path TCP Packet Scheduler to Adjust Trade-Off between QoS Fluctuation and Throughput for WebQoE Improvement (2019)
  • Author(s): Kensuke Noda and Yoshihiro Ito
  • Organizer: IEEE 5th International Conference on Computer and Communication Systems
  • Int'l Joint Research
• [Presentation] Study of Depending on the OpenFlow Controller Placement of Multi-Pathization Method (2019)
  • Author(s): Kaori Iwata and Yoshihiro Ito
  • Organizer: IEEE 5th International Conference on Computer and Communication Systems
  • Int'l Joint Research
• [Presentation] IoT機器におけるSDNによるTCPのマルチパス化方式のWebサービスへの適用 (2019)
  • Author(s): 吉田優希,伊藤嘉浩
  • 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
• [Presentation] SDNによるMPTCPにおける経路間遅延差の抑制方式の提案 (2019)
  • Author(s): 伊津見光樹,伊藤嘉浩
  • 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
• [Presentation] SDNによるIoT機器を用いたTCPのマルチパス化方式のWebサービスへの適用 (2019)
  • Author(s): 吉田優希,伊藤嘉浩
  • Organizer: 2019年電子情報通信学会総合大会
• [Presentation] SDNによるMPTCPのサブフロー間RTT差の抑制方式の提案 (2019)
  • Author(s): 伊津見光樹,伊藤嘉浩
  • Organizer: 2019年電子情報通信学会総合大会
• [Presentation] 動画ストリーミングにおけるIEEE802.1 AVB対応ネットワークのQoSの評価 (2019)
  • Author(s): 中山瑠偉,伊藤嘉浩
  • Organizer: 2019年電子情報通信学会総合大会
• [Presentation] 輻輳時におけるWebQoEに基づいたIEEE802.11g無線LANの最大伝送速度の評価 (2019)
  • Author(s): 早川雅人,伊藤嘉浩
  • Organizer: 2019年電子情報通信学会総合大会
• [Presentation] Proposal of Multi-Pathization Method of UDP with SDN for NFS (2018)
  • Author(s): Kaori Iwata and Yoshihiro Ito
  • Organizer: IEEE International Symposium on Networks, Computers and Communications (ISNCC)
  • Int'l Joint Research
• [Presentation] QoS Evaluation of MPTCP over a Multi-Hop Wireless Network for IoT Devices (2018)
  • Author(s): Koki Izumi, Yoshihiro Ito and Kensuke Noda
  • Organizer: IEEE 7th Global Conference on Consumer Electronics (GCCE 2018)
  • Int'l Joint Research
• [Presentation] Application of TCP Multi-Pathization Method with SDN by IoT Devices to Web Service (2018)
  • Author(s): Yuki Yoshida and Yoshihiro Ito
  • Organizer: 9th International Conference on ICT Convergence (ICTC)
  • Int'l Joint Research
• [Presentation] Study of a method of supporting IP routing for MPTCP by SDN (2018)
  • Author(s): Koki Izumi and Yoshihiro Ito
  • Organizer: 9th International Conference on ICT Convergence (ICTC)
  • Int'l Joint Research
• [Presentation] Proposal of Novel MPTCP Congestion Control to Suppress QoS Fluctuation for WebQoE Improvement (2018)
  • Author(s): Kensuke Noda and Yoshihiro Ito
  • Organizer: IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)
  • Int'l Joint Research
• [Presentation] WebQoE向上のためのQoSの変動を抑制するMPTCP輻輳制御方式の提案 (2018)
  • Author(s): 野田健介, 伊藤嘉浩
  • 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
• [Presentation] 表情解析技術によるQoE評価方式の一検討 (2018)
  • Author(s): 金永主,伊藤嘉浩
  • 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
• [Presentation] 輻輳時のWebQoEを向上するEDCAパラメータの検討 (2018)
  • Author(s): 丹羽晃介,伊藤嘉浩
  • 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
• [Presentation] OpenFlowコントローラの位置選択によるマルチパス化方式の性能向上に対する研究 (2018)
  • Author(s): 岩田夏織, 伊藤嘉浩
  • 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
• [Presentation] WebQoEをベースとした輻輳時の無線LANにおけるEDCAパラメータチューニングの検討 (2018)
  • Author(s): 丹羽晃介, 伊藤嘉浩
  • Organizer: 丹羽晃介・伊藤嘉浩
• [Presentation] QoSの変動の抑制を目的としたMPTCP輻輳制御の提案 (2018)
  • Author(s): 野田健介, 伊藤嘉浩,伊津見光樹
  • Organizer: 電子情報通信学会総合大会
• [Presentation] MPTCPのためのSDNによる経路制御を補助する方式の提案 (2018)
  • Author(s): 伊津見光樹, 伊藤嘉浩
  • Organizer: 電子情報通信学会総合大会
• [Presentation] 表情分析によるQoE評価方式の提案 (2018)
  • Author(s): 金永主, 伊藤嘉浩,伊津見光樹
  • Organizer: 電子情報通信学会総合大会
• [Presentation] IoTデバイスによるSDN技術を適用したNFSによるUDPのマルチパス化方式の提案 (2018)
  • Author(s): 岩田夏織,伊藤嘉浩,吉田優希
  • Organizer: 電子情報通信学会総合大会
• [Presentation] WebにおけるIoT機器を用いたSDNによるTCPのマルチパス化方式の提案 (2018)
  • Author(s): 吉田優希,伊藤嘉浩
  • Organizer: 電子情報通信学会総合大会
• [Presentation] WebQoE向上のためのEDCAパラメータチューニング (2018)
  • Author(s): 丹羽晃介, 伊藤嘉浩,吉田優希
  • Organizer: 電子情報通信学会総合大会
• [Presentation] EEE802.11g無線LANにおけるWebQoEに基づく伝送速度の最適値の推定 (2018)
  • Author(s): 田渕茉也,伊藤嘉浩,吉田優希
  • Organizer: 電子情報通信学会総合大会
• [Presentation] IoT 機器を想定した SDN によるTCPのマルチパス化方式の提案 (2017)
  • Author(s): 岩田夏織，伊藤嘉浩
  • Organizer: 2017年電子情報通信学会総合大会
  • Place of Presentation: 名古屋，名城大学
  • Year and Date: 2017-03-22
• [Presentation] Study on MPTCP Enhancement by IP Routing for WebQoE Improvement (2017)
  • Author(s): Yasuomi Muraki, Yoshihiro Ito, Kasumi Tashiro
  • Organizer: 2017 International Conference on Platform Technology and Service
  • Place of Presentation: Busan, Korea
  • Year and Date: 2017-02-13
  • Int'l Joint Research
• [Presentation] Proposal and Development of TCP Multi-Pathization Method with SDN by IoT Devices (2017)
  • Author(s): Kaori Iwata, Yoshihiro Ito
  • Organizer: Proceedings of 2017 27th International Telecommunication Networks and Applications Conference (ITNAC) ( IEEE )
  • Int'l Joint Research
• [Presentation] Study on Congestion Control of Multipath TCPBased on Web-QoE (2017)
  • Author(s): Kensuke Noda, Yoshihiro Ito
  • Organizer: Proceedings of 2017 IEEE 6th Global Conference on Consumere Electronics (GCCE2017) ( IEEE )
  • Int'l Joint Research
• [Presentation] Development of Self-propelled Repeater between Isolated LANs via Wi-Fi (2017)
  • Author(s): Kim YoungJoo, Yoshihiro Ito
  • Organizer: Proceedings of 2017 IEEE 6th Global Conference on Consumere Electronics (GCCE2017) ( IEEE )
  • Int'l Joint Research
• [Presentation] A Study on Adjusting EDCA Parameters of QoE-Based Wireless LAN Base Station (2017)
  • Author(s): Kosuke Niwa, Yoshihiro Ito
  • Organizer: Proceedings of ICTC 2017 ( IEEE )
  • Int'l Joint Research
• [Presentation] Estimation of appropriate transmission rate via a IEEE 802.11 wireless LAN based on WebQoE (2017)
  • Author(s): Maya Tabuchi, Yoshihiro Ito
  • Organizer: Proceedings of 2017 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN) ( IEEE )
  • Int'l Joint Research
• [Presentation] QoSの変動を抑制するMPTCP輻輳制御方式の研究 (2017)
  • Author(s): 野田健介, 伊藤嘉浩
  • 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
• [Presentation] IEEE802.11g無線LANにおける最適な伝送速度の推定を用いたWebQoEの向上方法の検討 (2017)
  • Author(s): 田渕茉也, 伊藤嘉浩
  • 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
• [Presentation] 機械学習によるイーサネトフレーム長の相対度数を用いたWebサービス推定方法の検討 (2017)
  • Author(s): 金永主, 伊藤嘉浩, 杉田大知
  • Organizer: 電子情報通信学会ソサイエティ大会
• [Presentation] 雑多な環境下におけるMPTCP 輻輳制御のWeb-QoE に関する比較 (2016)
  • Author(s): 村木康臣，伊藤嘉浩
  • 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技術報告
  • Place of Presentation: 広島，広島市立大学
  • Year and Date: 2016-12-15
• [Presentation] Proposal of Method for Assessing Hierarchical Relationship between QoS and QoE for Web Services (2016)
  • Author(s): Yuna Adachi, Yoshihiro Ito
  • Organizer: The 7th International Conference on ICT Convergence
  • Place of Presentation: Jeju Island, Korea
  • Year and Date: 2016-10-19
  • Int'l Joint Research
• [Presentation] Study on Novel Method of QoE Assessment with Electromyogram for an Electronic Book Webcast Service (2016)
  • Author(s): Kaori Iwata, Yoshihiro Ito
  • Organizer: The 7th International Conference on ICT Convergence
  • Place of Presentation: Jeju Island, Korea
  • Year and Date: 2016-10-19
  • Int'l Joint Research
• [Presentation] Study on Relationship between QoS Degradation and QoE for Web services with Personal Digital Assistant (2016)
  • Author(s): YeongJoo Kim, Yoshihiro Ito
  • Organizer: The 7th International Conference on ICT Convergence
  • Place of Presentation: Jeju Island, Korea
  • Year and Date: 2016-10-19
  • Int'l Joint Research
• [Presentation] Study of the Effect of the Mean and Standard Deviation of Response Time on QoE in Web Services (2016)
  • Author(s): Maya Tabuchi, Yoshihiro Ito, Takehiro Fujita
  • Organizer: The 7th International Conference on ICT Convergence
  • Place of Presentation: Jeju Island, Korea
  • Year and Date: 2016-10-19
  • Int'l Joint Research
• [Presentation] Development of QoE Initiated Wireless LAN Base Station with DPI Based QoS Control (2016)
  • Author(s): Shiho Asano, Yoshihiro Ito
  • Organizer: The 18th Asia-Pacific Network Operations and Management Symposium
  • Place of Presentation: Kanazawa, Japan
  • Year and Date: 2016-10-05
  • Int'l Joint Research
• [Presentation] WebサービスにおけるQoSとQoE間の関係性の可視化に関する一検討 (2016)
  • Author(s): 足立有菜，伊藤嘉浩
  • 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技術報告
  • Place of Presentation: 東京，IIJセミナーホール