2017年度 研究成果報告書

Advanced Network Architecture Research Group

2017年度 研究発表論文一覧
  1. Ikkyu Aihara, Daichi Kominami, Yasuharu Hirano, and Masayuki Murata, “Mathematical modeling and its application of frog choruses as an autonomous distributed system for realizing alternating and collective features in multiple time scales,” submitted for publication, March 2018.
  2. Takanori Iwai, Daichi Kominami, Masayuki Murata, Ryogo Kubo, and Kozo Satoda, “Mobile network architectures and context-aware network control technology in the IoT era,” to appear in IEICE Transactions on Communications, 2018.
  3. Kodai Satake, Tatsuya Otoshi, Yuichi Ohsita, Masayuki Murata, “Traffic engineering and traffic monitoring in the case of incomplete information,” submitted for publication, February 2018.
  4. Toshiki Shibahara, Kohei Yamanishi, Yuta Takata, Daiki Chiba, Taiga Hokaguchi, Mitsuaki Akiyama, Takeshi Yagi, Yuichi Ohsita, and Masayuki Murata, “Event de-noising convolutional neural network for detecting malicious URL sequences from proxy logs,” submitted for publication, January 2018.
  5. Masaya Murakami, Daichi Kominami, Kenji Leibnitz, and Masayuki Murata, “Drawing inspiration from human brain networks: Construction of interconnected virtual networks,” submitted for publication, January 2018.
  6. Mari Otokura, Kenji Leibnitz, Yuki Koizumi, Daichi Kominami, Tetsuya Shimokawa and Masayuki Murata, “Evolvable virtual network function placement method: Mechanism and performance evaluation,” submitted for publication, January 2018.
  7. Daichi Kominami, Yasuharu Hirano, Ikkyu Aihara, and Masayuki Murata, “Outdoor multiple sound-source localization using a wireless microphone-array network,” submitted for publication, December 2017.
  8. Toshihiko Ohba, Shin’ichi Arakawa, and Masayuki Murata, “Bayesian-based virtual network reconfiguration for dynamic optical networks,” submitted for publication, February 2017.
  9. Onur Alparslan, Shin’ichi Arakawa, and Masayuki Murata, “Designing VNT candidates robust against network failures,” to appear in Journal of Internet Technology, 2018. [pdf]
  10. Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata, “Self-organizing control mechanism based on collective decision-making for information uncertainty,” to appear in ACM Transactions on Autonomous and Adaptive Systems, 2018. [pdf]
  11. Atsushi Ooka, Syong Eum, Shingo Ata, and Masayuki Murata “Compact CAR: Low-overhead cache replacement policy for an ICN router,” IEICE Transactions on Communications, vol. E101-B, no. 6, June 2018.
  12. Nagao Ogino, Takeshi Kitahara, Shin’ichi Arakawa, Go Hasegawa, and Masayuki Murata, “Light-weight Boolean Network Tomography Based on Partition of Managed Networks,” Journal of Network and Systems Management, vol. 26, no. 2, pp. 284-313, April 2018.
  13. Yousuke Takahashi, Keisuke Ishibashi, Masayuki Tsujino, Noriaki Kamiyama, Kohei Shiomoto, Tatsuya Otoshi, Yuichi Ohsita, and Masayuki Murata, “Separating predictable and unpredictable flows via dynamic flow mining for effective traffic engineering,” IEICE Transactions on Communications, vol. E101-B, pp. 538-547, February 2018. [pdf]
  14. Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata, “Hierarchical optimal control method for controlling large-scale self-organizing networks,” ACM Transactions on Autonomous and Adaptive Systems, vol. 12, pp. 22:1-22:23, January 2018. [pdf]
  15. Shuya Abe, Go Hasegawa, and Masayuki Murata, “Effects of C/U plane separation and bearer aggregation in mobile core network,” IEEE Transactions on Network and Service Management, pp. 1-14, January 2018. [pdf]
  16. Masaki Aida, Chisa Takano, and Masayuki Murata, “Oscillation Model for Describing Network Dynamics Caused by Asymmetric Node Interaction,” IEICE Transactions on Communications, vol. E101-B, no. 1, January 2018.
  17. Atsushi Ooka, Eum Suyong, Shingo Ata, and Masayuki Murata , “Scalable Cache Component in ICN Adaptable to Various Network Traffic Access Patterns,” IEICE Transactions on Communications, vol. E101-B, no. 1, January 2018.
  18. Yukio Ogawa, Go Hasegawa, and Masayuki Murata, “Prediction-based cloud bursting approach and its impact on total cost for business-critical Web systems,” IEICE Transactions on Communications, vol. J100-B, pp. 2007-2016, November 2017. [pdf]
  19. Koki Inoue, Shin’ichi Arakawa, and Masayuki Murata, “A biological approach to physical topology design for plasticity in optical networks,” Optical Switching and Networking, vol. 25, pp. 124-132, July 2017. [pdf]
  20. Onur Alparslan, Shin’ichi Arakawa, and Masayuki Murata, “Dynamic wavelength allocation and analytical model for flow assignment in optical packet and path integrated networks,” IEEE/OSA Journal of Optical Communications and Networking, pp. 304-318, April 2017. [pdf]
  21. Shinya Toyonaga, Daichi Kominami, and Masayuki Murata, “Percolation analysis for constructing a robust modular topology based on a binary-dynamics model,” International Journal of Distributed Sensor Networks, vol. 13, issue 4, April 4, 2017. [pdf]
  22. Masaya Murakami, Shu Ishikura, Daichi Kominami, Tetsuya Shimokawa, and Masayuki Murata, “Robustness and efficiency in interconnected networks with changing the network assortativity,” Applied Network Science, vol. 2, no. 6, March 11, 2017. [pdf]
  23. Nagao Ogino, Takeshi Kitahara, Shin’ichi Arakawa, and Masayuki Murata, “Virtual network embedding with multiple priority classes sharing substrate resources,” Journal of Computer Networks, vol. 112, pp. 52-57, January 2017.

  1. Masaki Aida, Chisa Takano, and Masayuki Murata, “Generation Mechanism of Flaming Phenomena in On-Line Social Networks Described by Perturbation of Asymmetric Link Effects,” to be presented at The Third IEEE/IFIP International Workshop on Analytics for Network and Service Management (AnNet 2018)
  2. Noriaki Kamiyama and Masayuki Murata, “Spatially-Dispersed Caching in Information-Centric Networking,” to be presented at IEEE ICC 2018 Next Generation Networking and Internet Symposium, June 2018.
  3. Yuhao Gao, Taku Kitagawa, Shingo Ata, Suyong Eum and Masayuki Murata, “On the Use of Naming Scheme for Controlling Flying Router in Information Centric Networking,” to be presented at The Third IEEE ICC 2018 Workshop on Information-Centric Networking Solutions for Real World Applications (ICN-SRA), May 2018. [pdf] [ppt]
  4. Lu Chen and Masayuki Murata, “Mitigate Catastrophic Forgetting for Continuously Learning Linked Open Data using Modularity,” 2018 2nd International Conference on Innovation in Artificial Intelligence (ICIAI 2018), (Shanghai), March 9-12, 2018. (Excellent Aural Presentation Award)
  5. Masayoshi Iwamoto, Tatsuya Otoshi, Daichi Kominami, and Masayuki Murata, “Flexible user model for human’s cognitive judgment in video streaming applications,” in Proceedings of The 6th Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS), (Jozankei, Japan), January 8-10, 2018. [pdf] [ppt]
  6. Koudai Kanda, Shin’ichi Arakawa, Satoshi Imai, Toru Katagiri, Motoyoshi Sekiya, and Masayuki Murata , “Dynamic resource control method based on real world representation with potential field,” in Proceedings of IEEE Consumer Communications & Networking Conference (IEEE CCNC 2018), pp. 374-379, (Las Vegas), January 12-15, 2018. [pdf] [ppt]
  7. Taku Kitagawa, Shingo Ata, Suyong Eum, and Masayuki Murata, “Mobility-controlled Flying Routers for Information-centric Networking,” in Proceedings of IEEE Consumer Communications & Networking Conference (IEEE CCNC 2018), (Las Vegas), January 12-15, 2018.
  8. Masaki Aida, Chisa Takano and Masayuki Murata, “Oscillation model for describing network dynamics caused by asymmetric node interaction,” IEICE Transactions on Communications, vol. E101-B, no. 1, pp. 123-136, January 2018.
  9. Shin’ichi Arakawa, Hirotaka Miyakawa, Tetsuya Takine, and Masayuki Murata, “Evolution of functional core in network-related function calls during Linux kernel development,” in Proceedings of IEEE Consumer Communications & Networking Conference (IEEE CCNC 2018), (Las Vegas), January 12-15, 2018. [pdf]
  10. Kodai Satake, Tatsuya Otoshi, Yuichi Ohsita, and Masayuki Murata, “Traffic engineering cooperating with traffic monitoring for the case with incomplete information,” in Proceedings of International Telecommunication Networks and Applications Conference, November 2017. [pdf] [ppt]
  11. Saeko Shigaki, Naomi Kuze, Daichi Kominami, Kenji Kashima, and Masayuki Murata, “Self-organizing wireless sensor networks based on biological collective decision making for treating information uncertainty,” in Proceedings of The 13th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2017), pp. 167-174, (Rome), October 9-11, 2017. [pdf] [ppt]
  12. Y. Sinan Hanay, Onur Alparslan, Mirbek Turduev, Ibrahim H. Giden, Emre Bor, Cagri Latifoglu, Hamza Kurt, Shin’ichi Arakawa, and Masayuki Murata, “Compact air-to-waveguide coupler design based on neural networks,” in Proceedings of The 24th Congress of the International Commission for Optics (ICO-24), August 21-25, 2017. [pdf]
  13. Masaki Aida, Chisa Takano, and Masayuki Murata, “Dynamical model of flaming phenomena in on-line social networks,” IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2017), pp. 1164-1171, Sydney, Australia, July 31-August 3, 2017.
  14. Shuya Abe, Go Hasegawa, and Masayuki Murata, “Design and performance evaluation of bearer aggregation method in mobile core network with C/U plane separation,” in Proceedings of 16th International IFIP TC6 Networking Conference (IFIP Networking 2017), (Stockholm), June 12-15, 2017. [pdf] [ppt]
  15. Masaya Murakami, Kenji Leibnitz, Daichi Kominami, and Masayuki Murata, “Designing interconnected networks for improving robustness and efficiency,” in Proceedings of IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), pp. 1-6, June 2017. [pdf] [ppt]
  16. Onur Alparslan, Onur Gunes, Y. Sinan Hanay, Shin’ichi Arakawa, and Masayuki Murata, “Improving resiliency against DDoS attacks by SDN and multipath orchestration of VNF services,” in Proceedings of IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN 2017), (Osaka), June 25-27, 2017. [pdf] [ppt]
  17. Toshiki Shibahara, Kohei Yamanishi, Yuta Takata, Daiki Chiba, Mitsuaki Akiyama, Takeshi Yagi, Yuichi Ohsita, and Masayuki Murata, “Malicious URL sequence detection using event de-noising convolutional neural network,” in Proceedings of 2017 IEEE International Conference on Communications (IEEE ICC 2017), (Paris), May 21-15, 2017.
  18. Daichi Kominami, Takanori Iwai, Hideyuki Shimonishi, and Masayuki Murata, “A control method for autonomous mobility management systems toward 5G mobile networks,” in Proceedings of The 10th International Workshop on Evolutional Technologies & Ecosystems for 5G and Beyond (WDN-5G ICC2017), May 21, 2017. [pdf] [ppt]

  1. 村田正幸, “脳や生命体に学ぶネットワーク化情報処理基盤の実現に向けて,” 電子情報通信学会ソフトウェア無線研究会, August 2017.
  2. 長谷川剛, 村田正幸, “IoT/M2M 通信を収容するためのモバイルコアネットワークアーキテクチャ(招待講演),” 電子情報通信学会技術研究報告(CQ2017-70), vol. 117, pp. 1-6, November 2017. [pdf] [ppt]

  1. 小南大智, 鈴木一哉, 長谷川洋平, 下西英之, 村田正幸, “脳の認知モデルを用いたLPWA ネットワークにおける無線チャネル割当手法,” 電子情報通信学会ネ ットワークシステム研究会(発表予定), April 2018.
  2. 小川祐紀雄, 長谷川剛, 村田正幸, “エネルギーストレージを用いたキャンパスビルの電力需要平準化へのモデル予測制御適用に関する一検討,” 電子情報通信学会情報ネットワーク研究会発表予定, March 2018. [pdf]
  3. 荒川伸一, 今井悟史, 片桐徹, 関屋元義, 村田正幸, “マーケットモデルにもとづくAPI エコノミーの社会的厚生の分析,” 電子情報通信学会技術研究報告(発表予定), March 2018. [pdf]
  4. 秋下耀介, 大下裕一, 村田正幸, “パレート最適制御に基づく進化的ネットワーク省電力化手法,” 電子情報通信学会情報ネットワーク研究会(発表予定), March 2018. [pdf] [ppt]
  5. 佐竹幸大, 大下裕一, 村田正幸, “人の脳情報処理プロセスに着想を得た動的な予測形トラヒックエンジニアリング手法,” 電子情報通信学会情報ネットワーク研究会(発表予定), March 2018. [pdf] [ppt]
  6. 佐竹幸大, 大下裕一, 石橋圭介, 星合擁湖, 村田正幸, “災害時のセルラーネットワークにおける不確実な観測情報に基づくトラヒックエンジニアリング,” 電子情報通信学会情報ネットワーク研究会(発表予定), March 2018. [pdf] [ppt]
  7. 志垣沙衣子, 久世尚美, 小南大智, 加嶋健司, 村田正幸, “生物の集団的行動選択に着想を得た不確実な情報に基づく制御手法についての一検討,”電子情報通 信学会情報ネットワーク研究会(発表予定), March 2018. [pdf] [ppt]
  8. 大歳達也, 村田正幸, “量子意思決定によるユーザの動画ストリーミング視聴時の画質選択のモデル化,” 電子情報通信学会技術研究報告(発表予定), March 2018. [pdf] [ppt]
  9. Masaya Murakami, Kenji Leibnitz, Daichi Kominami, and Masayuki Murata, “Reliable architecture for network of networks with inspiration from brain networks,” 電子情報通信学会情報ネットワーク研究会(発表予定), March 2018. [pdf]
  10. 井上昴輝, 荒川伸一, 村田正幸, “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,” 電子情報通信学会技術研究報告(NS2017-160), vol. 117, pp. 93-98, Jan. 2018. [pdf] [ppt]
  11. 久世尚美, 小南大智, 加嶋健司, 橋本智昭, 村田正幸, “集団的な行動選択の仕組みに着想を得た不確実な情報に基づくチャネル選択手法の提案と評価,” 電子情報通信学会情報ネットワーク研究会(発表予定), March 2018. [pdf] [ppt]
  12. 大場斗士彦, 荒川伸一, 村田正幸, “光通信網におけるベイズ型アトラクター選択モデルに基づく仮想ネットワーク再構成手法,” 電子情報通信学会フォトニックネットワーク研究会(発表予定), March 2018. [pdf]
  13. 細川侑嗣, 小南大智, 合原一究, 村田正幸, “無線ネットワークにより相互接続したマイクロホンアレイを用いた音源位置推定手法の実装,” 電子情報通信学会技術研究報告(ASN2017-87), vol. 117, pp. 23-28, January 2018. [pdf] [ppt]
  14. 大下裕一, 村田正幸, “特徴量写像関数の学習による類似インシデント検索,” 電子情報通信学会技術研究報告(IN2017-57), pp. 67-72, December 2017. [pdf] [ppt]
  15. 山内雅明, 大下裕一, 村田正幸, 上田健介, 加藤嘉明, “スマートホームIoT におけるユーザ行動の学習に基づく異常検知手法,” 電子情報通信学会技術研究報告書(IN2017-58), vol. 117, pp. 73-78, December 2017. [pdf] [ppt]
  16. 小南大智, 合原一究, 村田正幸, “LPWA ネットワークにおける基地局負荷の分散を考慮した自律分散型送信スケジュール手法,” 電子情報通信学会技術研究報 告(IN2017-67), vol. 117, pp. 127-132, December 2017. [pdf] [ppt]
  17. 大場斗士彦, 荒川伸一, 村田正幸, “ベイズ型アトラクター選択モデルと線形回帰を用いた仮想ネットワーク再構成手法の提案と評価,” 電子情報通信学会技術研究報告(PN2017-37), vol. 117, pp. 57-63, November 2017. [pdf] [ppt]
  18. 長谷川剛, 村田正幸, “IoT/M2M 通信を収容するためのモバイルコアネットワークアーキテクチャ(招待講演),” 電子情報通信学会技術研究報告(CQ2017-70), vol. 117, pp. 1-6, November 2017.
  19. 金田純一, 荒川伸一, 村田正幸, “エッジコンピューティング環境におけるサービス機能の配置がユーザの通信品質に与える効果の評価,” 電子情報通信学会技術研究報告, vol. 117, pp. 61-66, September 2017. [pdf] [ppt]
  20. 山崎里奈, 長谷川剛, 村田正幸, “仮想化技術に基づくモバイルアクセスネットワークの解析的性能評価,” 電子情報通信学会技術研究報告, vol. 117, pp. 55-62, July 2017. [pdf] [ppt]
  21. 小南大智, 平野康晴, 合原一究, 村田正幸, “ニホンアマガエルの合唱情報収集のための位置推定システム,” 情報処理学会研究報告音楽情報科学研究会(MUS), vol. 2017-MUS-115, pp. 1-6, June 2017. [pdf] [ppt]
  22. 荒川伸一, 荻野長生, 北原武, 長谷川剛, 村田正幸, “サービスネットワーク連携のための高信頼化ネットワーク基盤構築手法,” 電子情報通信学会技術研究報告(IN2017-17), vol. 117, pp. 55-60, June 2017. [pdf]
  23. 荒川伸一, 近重裕次, ライプニッツ賢治, 原口徳子, 平岡泰, 村田正幸, “細胞分裂モデルにもとづくセンサ情報の送受信周期制御,” 電子情報通信学会技術研究報告(IN2017-7), vol. 117, pp. 31-35, May 2017. [pdf]

  1. 大下裕一, 村田正幸, “データセンター内ネットワーク構成の研究開発動向,” O Plus E, vol. 39, pp. 946-968, October 2017.


  1. Toshihiko Ohba, Attractor-based Virtual Network Reconfiguration Under Dynamic Traffic: Towards Cognitive Optical Networking. Ph.D thesis, Graduate School of Information Science and Technology, Osaka University, January 2018. [pdf] [ppt]

  1. Shuya Abe, “Bearer aggregation methods in mobile core networks with C/U plane separation,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2018. [pdf] [ppt]
  2. Yosuke Akishita, “Evolutionary network power-saving method based on Pareto optimal control,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2018. [pdf] [ppt]
  3. Takuya Saitoh, “A Study on degeneracy and redundancy measures for service function placements in edge computing environments,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2018. [ppt]
  4. Koki Sakamoto, “Fractal virtual network method for achieving efficiency and robustness,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2018. [pdf] [ppt]
  5. Koki Sakata, “Adaptive and autonomous placement method of virtualized network functions based on biochemical reactions,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2018. [pdf] [ppt]
  6. Kodai Satake, “Predictive traffic engineering incorporating real-world information inspired by human brain cognition process,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2018. [pdf] [ppt]
  7. Tatsuya Tanaka, “Design and implementation of tracking system for moving objects by realizing dynamic service in information-centric networking,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2018. [pdf] [ppt]

  1. 安達智哉, “コアノード配置とサーバ資源分配に着目した広域モバイルコアネットワークの性能向上,” 大阪大学基礎工学部情報科学科特別研究報告, February 2018. [pdf] [ppt]
  2. 杉田修斗, “生化学反応モデルに基づいた動的資源割り当て手法のNFVフレームワークにおける実験評価,” 大阪大学基礎工学部情報科学科特別研究報告, February 2018. [pdf] [ppt]
  3. 高木詩織, “エッジコンピューティングを用いた複合現実型サービスにおけるユーザの体感品質の向上性に関する評価,” 大阪大学基礎工学部情報科学科特別研究報告, February 2018. [pdf] [ppt]
  4. 津久井佑樹, “コアペリフェリ構造の導入による仮想化ネットワーク機能の効率性および安定性の向上に関する研究,” 大阪大学基礎工学部情報科学科特別研究報告, February 2018. [pdf] [ppt]
  5. 松田拓己, “無線ネットワークを経由した移動ロボットの遠隔操作のためのベイズ推定を用いた環境同定手法の提案と実装,” 大阪大学基礎工学部情報科学科特別研究報告, February 2018. [pdf] [ppt]
  6. 細川侑嗣, “マイクロホンアレイの無線ネットワーク化による野外環境下での音源位置推定システムの実装と評価,” 大阪大学基礎工学部情報科学科特別研究報告, February 2018 [pdf] [ppt]
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