Yosuke Akishita, Yuichi Ohsita, and Masayuki Murata, “Evolutionary Network Power Saving method following network fluctuations based on Pareto Optimal Control,” submitted for publication.
Betty Wutzl, Kenji Leibnitz, Frank Rattay, Martin Kronbichler, Masayuki Murata and Stefan Martin Golaszewski, “Genetic Algorithms for Feature Selection when Classifying Severe Chronic Disorders of Consciousness,” submitted for publication.
Betty Wutzl, Kenji Leibnitz, Frank Rattay, Martin Kronbichler, Masayuki Murata and Stefan M Go-laszewski, “Classifying Patients with Severe Chronic Disorders of Consciousness using Multislice Modularity of Brain Networks from fMRI Data,” submitted for publication.
Y. Sinan Hanay, Shin'ichi Arakawa, and Masayuki Murata, “Evaluation of Topology Optimization Objectives in IP Networks,” to appear in Journal of Communications and Networks, 2019.
Mari Otokura, Kenji Leibnitz, Yuki Koizumi, Daichi Kominami, Tetsuya Shimokawa and Masayuki Murata, “Evolvable Virtual Network Function Placement Method: Mechanism and Performance Evaluation,” to appear in IEEE Transactions on Network and Service Management, 2019.
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Noriaki Kamiyama and Masayuki Murata, “Dispersing Content over Networks in Infor-mation-Centric Networking,” to appear in IEEE Transactions on Network and Service Management, 2019.
Noriaki Kamiyama and Masayuki Murata, “Reproducing Popularity Distribution of YouTube Vide-os,” to appear in IEEE Transactions on Network and Service Management, 2019.
Toshiki Shibahara, Takeshi Yagi, Mitsuaki Akiyama, Daiki Chiba, and Kunio Hato, “Efficient Dy-namic Malware Analysis for Collecting HTTP Requests using Deep Learning,” IEICE TRANSAC-TIONS on Information and Systems, vol. E102-D, April 2019.
Toshiki Shibahara, Yuta Takata, Mitsuaki Akiyama, Takeshi Yagi, Kunio Hato, and Masayuki Murata, “Evasive Malicious Website Detection by Leveraging Redirection Subgraph Similarities,” IEICE TRANSACTIONS on Information and Systems, vol. E102-D, March 2019.
Kodai Satake, Tatsuya Otoshi, Yuichi Ohsita, and Masayuki Murata, “Traffic Engineering and Traffic Monitoring in the case of Incomplete Information,” IEICE Transactions on Communications, Vol. E102-B, No. 1, pp. 111-121, January 2019.
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Ikkyu Aihara, Daichi Kominami, Yasuharu Hirano, and Masayuki Murata, “Mathematical Modeling and Application of Frog Choruses as an Autonomous Distributed Communication System,” Royal Society Open Science, vol. 6, pp. 181117, January 2019.
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Toshiki Shibahara, Kohei Yamanishi, Yuta Takata, Daiki Chiba, Taiga Hokaguchi, Mitsuaki Akiyama, Takeshi Yagi, Yuichi Ohsita, and Masayuki Murata, “Event De-Noising Convolutional Neural Net-work for Detecting Malicious URL Sequences from Proxy Logs,” IEICE Transactions on Funda-mentals of Electronics Communications and Computer Sciences, vol. E101-A, no. 12, pp. 2149-2161, December 2018.
Koki Inoue, Shin'ichi Arakawa, Satoshi Imai, Toru Katagiri, and Masayuki Murata, “Noise-induced VNE Method for Software-Defined Infrastructure with Uncertain Delay Behaviors,” Computer Networks, vol. 145, pp. 118-127, November 2018.
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Emre Bor, Onur Alparslan, Mirbek Turduev, Y. Sinan Hanay, Hamza Kurt, Shin'ichi Arakawa, and Masayuki Murata, “Integrated silicon photonic device design by attractor selection mechanism based on artificial neural networks: optical coupler and asymmetric light transmitter,” Optics Express, vol. 26, November 2018.
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Takanori Iwai, Daichi Kominami, Masayuki Murata, Ryogo Kubo, and Kozo Satoda, “Mobile Net-work Architectures and Context-Aware Network Control Technology in the IoT Era,” IEICE Trans-actions on Communications, vol. E101-B, pp. 2083-2093, October 2018.
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Yuhao Gao, Taku Kitagawa, Suyong Eum, Shingo Ata, and Masayuki Murata, “Realization of Mo-bility-Controlled Flying Router in Information-Centric Networking,” Journal of Communications and Networks, vol. 20, pp. 443-451, October 2018.
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Tatsuya Otoshi, Yuichi Ohsita, Masayuki Murata, Yousuke Takahashi, Keisuke Ishibashi, Kohei Shiomoto, and Tomoaki Hashimoto, “Hierarchical Model Predictive Traffic Engineering,” IEEE/ACM Transactions on Networking, vol. 4, pp. 1754-1767, August 2018.
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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, pp. 1366-1378, June 2018.
Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata, “Self-organizing Control Mechanism Based on Collective Decision-making for Information Uncer-tainty,” ACM Transactions on Autonomous and Adaptive Systems, vol. 13, April 2018.
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Masaya Murakami, Daichi Kominami, Kenji Leibnitz, and Masayuki Murata, “Drawing Inspiration from Human Brain Networks: Construction of Interconnected Virtual Networks,” Sensors, vol. 18, no. 4, pp. 1133, April 2018.
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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 Net-work and Systems Management, vol. 26, pp. 284-313, April 2018.
Lu Chen and Masayuki Murata, “Alleviating Catastrophic Forgetting with Modularity for Continu-ously Learning Linked Open Data,” International Journal of Computer Theory and Engineering, Vol. 10, No. 2, pp. 38-45, April 2018.
Toshihiko Ohba, Shin'ichi Arakawa, and Masayuki Murata, “Bayesian-based Virtual Network Re-configuration for Dynamic Optical Networks,” IEEE/OSA Journal of Optical Communications and Networking, vol. 10, pp. 440-450, April 2018.
Shiori Takagi, Junichi Kaneda, Shin'ichi Arakawa, and Masayuki Murata, “Improvement of Service Qualities by Edge Computing in Network-oriented Mixed Reality Application,” to be presented at 6th IEEE International Conference on Control, Decision and Information Technologies (CoDIT’19), April 2019.
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Tatsuya Otoshi and Masayuki Murata, “Implementation of Quantum Decision-Making Based Rec-ommendation Method for Adaptive Bitrate Streaming,” in Proceedings of QoS-Management 2019: 3rd IEEE International Workshop on Quality of Experience Management, February 2019.
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Toshiki Shibahara, Daiki Chiba, Mitsuaki Akiyama, Kunio Hato, Daniel Dalek, and Masayuki Mu-rata, “Detecting Unknown Families by Prioritizing Family-Invariant Features with Adversarial Training,” in Proceedings of ACM Asia Conference on Computer & Communications Security (Asi-aCCS 2018), January 2019.
Masaki Ueno, Go Hasegawa and Masayuki Murata, “Experimental Evaluation of Mobile Core Networks on Simultaneous Access from M2M/IoT Terminals,” Proceedings of 2019 International Conference on Information Networking(ICOIN) (ICOIN 2019), January, 2019.
Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, and Yoshiaki Kato, “Anomaly Detection for Smart Home IoT Based on Users’ Behavior,” in Proceedings of 2019 IEEE Interna-tional Conference on Consumer Electronics (ICCE 2019), January 11-13, 2019.
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Ryota Kurokawa, Go Hasegawa, and Masayuki Murata, “Biochemical-inspired Autonomous Control of Virtualized Network Functions,” in Proceedings of The 33rd IEEE International Conference on Information Networking (ICOIN 2019), January 9-11, 2019.
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Masayoshi Iwamoto, Tatsuya Otoshi, Daichi Kominami, and Masayuki Murata, “Rate Adaptation with Bayesian Attractor Model for MPEG-DASH,” in Proceedings of The 9th IEEE Annual Compu-ting and Communication Workshop and Conference (IEEE CCWC 2019), January 7-9, 2019.
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Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata, “Self-organizing Control Mechanisms According to Information Confidence for Improving Perfor-mance,” in Proceedings of IEEE Global Communications Conference (IEEE GLOBECOM 2018), (Abu Dhabi), December 9-13, 2018.
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Yukio Ogawa, Go Hasegawa, and Masayuki Murata, “Hierarchical and Frequency-Aware Model Predictive Control for Bare-Metal Cloud Applications,” in Proceedings of 11th IEEE/ACM Interna-tional Conference on Utility and Cloud Computing (IEEE UCC 2018), December 17-20, 2018.
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Toshiki Shibahara, Daiki Chiba, Mitsuaki Akiyama, Kunio Hato, Daniel Dalek, and Masayuki Mu-rata, “Unknown Family Detection Based on Family-Invariant Representation,” in Proceedings of NeurIPS 2018 Workshop on Security in Machine Learning, December 7, 2018.
Noriaki Kamiyama and Masayuki Murata, “Reproducing Popularity Dynamics of YouTube Videos,” in Proceedings of The 14th International Conference on Network and Service Management (CNSM 2018) , (Rome), November 2018.
Shin'ichi Arakawa, Tetsuya Takine, and Masayuki Murata, “Evolution of Functional Core in Net-work-related Function Calls during Linux Kernel Development,” in Proceedings of Annual Confer-ence on Complex Systems 2018 (CCS2018) (Poster Presentation), September 2018.
Harumasa Tada, Masayuki Murata and Masaki Aida, “An Analysis of Flash Crowd with Network Oscillation Model,” in Proceedings of 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA’18), pp. 172-175, Tarragona, Spain, September 2-6, 2018.
B. Wutzl, C. Florea, K. Schwenker, F. Rattay, E. Trinka, F. Gerstenbrand, S. Golaszewski, K. Leibnitz, and M. Murata, “The Role of fMRI in the Diagnosis and Prognosis of Patients with Disorders of Consciousness”, in Proceedings of OHBM 2018 Annual Meeting, Poster Presentation, Singapore, June 17-21, 2018.
Junichi Kaneda, Shin'ichi Arakawa, and Masayuki Murata, “Effects of Service Function Relocation on Application-level Delay in Multi-access Edge Computing,” in Proceedings of IEEE 5G World Forum 2018 (5GWF’18), pp. 399-404, July 9-11, 2018.
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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,” in Proceedings of The Third IEEE ICC 2018 Workshop on Information-Centric Networking Solutions for Real World Ap-plications (ICN-SRA), May 2018.
Noriaki Kamiyama and Masayuki Murata, “Spatially-Dispersed Caching in Information-Centric Networking,” in Proceedings of The 2018 IEEE International Conference on Communications (IEEE ICC 2018), (Kansas City), May 2018.
Masaki Aida, Chisa Takano and Masayuki Murata, “Generation Mechanism of Flaming Phenomena in On-line Social Networks described by Perturbation of Asymmetric Link Effects,” in Proceedings of 4th IEEE/IFIP International Workshop on Analytics for Network and Service Management (AnNet 2018), Taipei, Taiwan, April 8, 2018.
Koki Inoue, “Designing Adaptive and Evolvable Software-defined Infrastructure Inspired by Bio-logical Behaviors”, PhD thesis, Graduate School of Information Science and Technology, Osaka University, January 2019.
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Masayoshi Iwamoto, “A Rate Control Method for QoE Improvement in Video Streaming Services based on a Human Cognitive Model,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2019.
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Junichi Kaneda, “Service Function Reallocation Method for Low-latency Video Live Streaming in Multi-access Edge Computing,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2019.
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Kohdai Kanda, “Controlled Self-Organized Computing Resource Allocation Method Based on Real World Representation of Potential Field in Multi-access Edge Computing Environment,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2019.
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Yuhao Gao, “Implementation of M2M Applications for Demonstrating Benefits of ICN Architecture,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, Febru-ary 2019.
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Taiga Hokaguchi, “BotProfiler++: Detecting Malware-Infected Hosts using Templates of Time-Series HTTP Request Patterns,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2019.
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Masaaki Yamauchi, “Anomaly Detection in Smart Home Network by Inspecting Exceptional Opera-tions on IoT Devices using User’s Daily-Life Behavior Learning,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2019.
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Rina Yamasaki, “Power Consumption Analysis of Cloud-based Integrated Mobile Fron-thaul/Backhaul Network,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2019.
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Ryota Kurokawa, “Biochemically-inspired, adaptive, and autonomous VNF control for service function chaining,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2019.
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Masaki Ueno, “Experimental Evaluation of Accommodation Methods of M2M/IoT Terminals in Mobile Core Networks,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2019.
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