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Name

TAKASAKI, Chikako

Biography

  • Chikako Takasaki received B.S. and M.S. degrees in informatics from Ochanomizu University, Tokyo, Japan, in 2019 and 2021. In 2021, she joined Nippon Telegraph and Telephone Corporation (NTT), Tokyo. She is currently with NTT Network Service Systems Laboratories.

Research Interests

  • Network design and operation, traffic analysis, traffic modeling, machine learning, and reinforcement learning.

Publication

[Peer-reviewed Journal articles]

  1. C. Takasaki, T. Korikawa, K. Hattori, H. Ohwada, “Device Type Classification based on Two-stage Traffic Behavior Analysis,” IEICE Transactions on Communications, IEICE Transactions on Communications, Communications, E107.B(1):117–125, 2024.
  2. K. Hattori, T. Korikawa, C. Takasaki, and H. Oowada, "Recursive Router Metrics Prediction Using Machine Learning-Based Node Modeling for Network Digital Replica," in IEEE Access, vol. 11, pp. 138638-138654, 2023, doi: 10.1109/ACCESS.2023.3340696.
  3. C. Takasaki, A. Takefusa, H. Nakada, and M. Oguchi: " Action Recognition Using Pose Data in a Distributed Environment over the Edge and Cloud,” IEICE Transactions on Information and Systems, Vol.E104-D, No.5, pp.539-550, May 2021.

[Peer-reviewed Conference Papers]

  1. K. Hattori, T. Korikawa and C. Takasaki, "Meta Learner-Based Transfer Learning: Bridging Simulation and Actual Router Metrics," 2024 IEEE 25th International Conference on High Performance Switching and Routing (HPSR), Pisa, Italy, 2024, pp. 203-208, doi: 10.1109/HPSR62440.2024.10635943.
  2. T. Korikawa, C. Takasaki, K. Hattori and H. Ohwada, "An Adaptive Rule-based Path Selection Method using Link Information in Non-Terrestrial Networks," 2024 IEEE 10th International Conference on Network Softwarization (NetSoft), Saint Louis, MO, USA, 2024, pp. 286-294, doi: 10.1109/NetSoft60951.2024.10588890.
  3. K. Hattori, T. Korikawa and C. Takasaki, "Trend Encoder with Attentive Neural Process: Node Performance Extrapolation for Non-Time-Series Datasets," 2024 International Conference on Computing, Networking and Communications (ICNC), Big Island, HI, USA, 2024, pp. 518-522, doi: 10.1109/ICNC59896.2024.10556063.
  4. T. Korikawa, C. Takasaki, K. Hattori and H. Oowada, "A Routing Method with Link Information-based Rule Selection in Non-Terrestrial Networks," 2024 International Conference on Computing, Networking and Communications (ICNC), Big Island, HI, USA, 2024, pp. 850-855, doi: 10.1109/ICNC59896.2024.10556000.
  5. C. Takasaki, T. Korikawa, K. Hattori and H. Ohwada, "Traffic Behavior-based Device Type Classification," 2023 International Conference on Computing, Networking and Communications (ICNC), Honolulu, HI, USA, 2023, pp. 353-357, doi: 10.1109/ICNC57223.2023.10074041.
  6. T. Korikawa, C. Takasaki, K. Hattori, and H. Oowada, “Time-Topology Routing in 3D Networks,”2023 International Conference on Computing, Networking and Communications (ICNC), pp. 348-352, doi: 10.1109/ICNC57223.2023.10074122.
  7. K. Hattori, T. Korikawa, C. Takasaki, and H. Oowada, “Recursive Router Metrics Prediction Using ML-based Node Modeling for Network Digital Replica,”2022 IEEE Global Communications Conference (GLOBECOM), 2022, pp. 1006-1012, doi: 10.1109/GLOBECOM48099.2022.10001607.
  8. K. Hattori, T. Korikawa, C. Takasaki, H. Oowada, M. Shimizu and N. Takaya, "Network Digital Replica using Neural-Network-based Network Node Modeling," 2022 IEEE 8th International Conference on Network Softwarization (NetSoft), 2022, pp. 287-291, doi: 10.1109/NetSoft54395.2022.9844103.
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