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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
ICM 2024-03-22
Okinawa Okinawa Prefectural Museum and Art Museum
(Primary: On-site, Secondary: Online)
Study of AI Model Training Method Using Network Digital Twin in Scale-out 5GC Environment
Daiki Koyama, Minato Sakuraba, Junichi Kawasaki, Takuya Miyasaka (KDDI Research) ICM2023-62
This technical report proposes a method for building AI models for network operations by utilizing the network digital t... [more] ICM2023-62
Fukuoka Kyushu Institute of Technology Tobata campus, and Online
(Primary: On-site, Secondary: Online)
[Encouragement Talk] Analysis of Features Contributing to Early Detection of Failures in 5G Core Networks Using Machine Learning
Takeru Hakii (UTokyo), Takuya Miyasaka, Junichi Kawasaki, Daiki Koyama (KDDI Research, Inc.), Norihiro Fukumoto, Akirhiro Nakao (UTokyo) NS2023-141
CNF-based 5GC, a cloud-native implementation of network functions (NFs), is increasingly using machine learning for earl... [more] NS2023-141
IN, ICTSSL, IEE-SMF 2023-10-19
Fukuoka Fukuoka University [Invited Lecture] Approaches on R&D to demonstration of 5G virtual network operation applying AI and ML technologies based on information obtained by eBPF (extended Berkeley Packet Filter)
Minato Sakuraba, Junichi Kawasaki, Takuya Miyasaka (KDDI Research) IN2023-34
 [more] IN2023-34
Online Online Evaluation of 5GC Network Analysis Models Using Machine Learning
Junichi Kawasaki, Genichi Mouri, Yusuke Suzuki, Tomohiro Otani (KDDI/KDDI RESEARCH) CQ2020-50
The advances in network technologies such as network function virtualization (NFV) and network slicing enable flexible a... [more] CQ2020-50
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