Online edition: ISSN 2432-6380
[TOP] | [2020] | [2021] | [2022] | [2023] | [2024] | [2025] | [2026] | [Japanese] / [English]
ICM2025-34
Enhancing Incident Triage and Remediation in System Operations and Maintenance Using LLM and Graph RAG
Shota Nakaya, Ryoma Takemura, Junpei Kato, Ryota Taninokuchi, Kenta Taninokuchi (dSOL)
pp. 1 - 5
ICM2025-35
Implementation and Evaluation of Agentic AI-Driven GitOps-Based 5GC Deployment Automation
Koichiro Kunitomo, Katsuma Miyamoto, Hiroki Ohara (NTT DOCOMO), Yasuhiro Fujita, Shingo Yamada (NTT DOCOMO BUSINESS), Yusuke Shimizu (NTT DOCOMO)
pp. 6 - 11
ICM2025-36
Complementing Network Operation Procedures with Large Language Models
Harunisa Nozue, Fumitaka Tanaka, Nobukazu Fukuda, Kazuyuki Akai, Yoshiaki Tominaga, Hirofumi Takagi (NTT)
pp. 12 - 16
ICM2025-37
Evaluation of Log Anomaly Detection Based Method on Log Message Content Using Large Language Models
Yoshie Morita, Kengo Tajiri, Yoichi Matsuo (NTT)
pp. 17 - 22
ICM2025-38
[Invited Talk]
Research and development of optical network controller technology for realizing Beyond 5G ultra-high-speed and large-capacity networks
Akinori Matsuno (1Finity)
p. 23
ICM2025-39
A Proposal of Method for Reducing Route Discovery Time in All-Photonics Networks
Masaki Oi, Takanori Sasaki (1finity)
pp. 24 - 29
ICM2025-40
Remote operation supports using holographic hand-model with expanded expression method
Tatsuya Takemori, Masashi Tadokoro, Miho Kasamatsu, Ikuko Takagi, Katsuya Minami (NTT), Yusuke Morita (Waseda Univ.)
pp. 30 - 34
ICM2025-41
Multi-Agent-based Failure Recovery Planning in a Connected Car System
Aoi Matsuda, Ippo Hiroi, Fumio Machida (Univ. of Tsukuba), Naohiro Ohtsu (Honda)
pp. 35 - 40
ICM2025-42
Mitigating Energy Bugs in Edge AI Inference through Offloading
Ippo Hiroi, Fumio Machida (Univ. of Tsukuba)
pp. 41 - 46
ICM2025-43
[Invited Talk]
The latest trends of TM Forum
-- Current status of Autonomous Network Level 4 (ANL4) initiatives --
Yukinari Nishikawa (NTT Docomo Solutions)
pp. 47 - 49
ICM2025-44
Performance Estimation Methods for Continuous Operation of Alarm Correlation
Naoki Hayashi, Kazuki Aiura, Kosuke Tanizaki, Keita Kanamori, Aiko Oi, Atsushi Takada (NTT)
pp. 50 - 55
ICM2025-45
A Study and Evaluation on Creation Method of Training Data to Facilitate Implementation of NW-AI
Shoya Yasunaga, Yuichi Suto, Yoshirou Fukushima, Naoki Tateishi (NTT)
pp. 56 - 61
ICM2025-46
(See Japanese page.)
pp. 62 - 67
ICM2025-47
A Proposal of Network Architecture Constructing Services and Closed-loop Automation Management Workflows
Takahiro Hirayama, Masahiro Jibiki, Takaya Miyazawa, Ved P. Kafle (NICT)
pp. 68 - 73
ICM2025-48
An Attempt at Rule Violation Detection for On-Site Operations
-- A Study Using Generic Action Images and Simulated Rules Related to Movements --
Ao Uenoyama, Jumpei Yamashita, Hiroki Terashima, Ikuko Takagi, Katsuya Minami (NTT)
pp. 74 - 79
ICM2025-49
A Study on Business Rule Importance Estimation Technique Using Multimodal Information
Masaki Ishiyama, Shinji Ogawa, Toshiki Kadoya, Misa Fukai, Yuka Sugimoto, Sayaka Yagi (NTT)
pp. 80 - 85
ICM2025-50
A Method for Automatically Extracting Operation-Related Business Rules Using GUI Operation Logs and Business Documents
Toshiki Kadoya, Misa Fukai, Masaki Ishiyama, Sayaka Yagi, Shinji Ogawa, Ikuko Takagi (NTT)
pp. 86 - 91
ICM2025-51
Intent Translation using LLM with a Requirement Definition to Natural Language Request for Network operation
Minato Sakuraba, Takemasa Imada, Keigo Akahoshi, Takuya Miyasaka (KDDI Research)
pp. 92 - 97
ICM2025-52
API Retrieval Method Based on Iterative Generation of Subqueries for Automated Workflow Generation
Kazuki Aiura, Ryota Morimoto, Mizuki Motozawa, Naoyuki Tanji, Munenori Sekine (NTT)
pp. 98 - 103
ICM2025-53
PDDL-Based Configuration Synthesis for Fulfilling Network Specifications
Nobukazu Fukuda, Yuki Ito, Haruhisa Nozue (NTT)
pp. 104 - 109
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.