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All Technical Committee Conferences (Searched in: Recent 10 Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| ICM, LOIS | 2025-01-17 09:55 |
Kumamoto | Kumamoto City International Center (Primary: On-site, Secondary: Online) |
Data Description Specification for Intent-Driven Network Management Eiji Muramatsu, Takayuki Kuroda, Takuya Kuwahara, Satoshi Akabori (NEC)  ICM2024-30 LOIS2024-63 |
In recent years, intent-driven network management has been actively studied, and TM Forum proposed the intent data model... [more] | ICM2024-30 LOIS2024-63 pp.68-73 |
| ICM, IPSJ-IOT, IPSJ-CSEC | 2024-05-30 13:00 |
Tottori | (Primary: On-site, Secondary: Online) |
[Encouragement Talk]
Fault detection and automatic recovery in intent-based autonomous operation framework of ICT systems Takuya Kuwahara, Takayuki Kuroda, Tatsuya Fukuda, Ooi Sianen, Eiji Muramatsu (NEC) ICM2024-1 |
[more] | ICM2024-1 pp.1-6 |
| NS | 2024-05-09 13:50 |
Mie | Sinfonia Technology Hibiki Hall Ise (Primary: On-site, Secondary: Online) |
[Encouragement Talk]
Improvement and Evaluation of Combination Algorithm of Double DQN and Noisy Network to Reinforcement Learning for Automation of ICT System Design Hiroyuki Hochigai (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura, Tianchen Zhou (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko Eguchi Yairi (Sophia Univ.) NS2024-15 |
(To be available after the conference date) [more] | NS2024-15 pp.11-16 |
| NS | 2024-05-09 14:15 |
Mie | Sinfonia Technology Hibiki Hall Ise (Primary: On-site, Secondary: Online) |
[Encouragement Talk]
Improvement on the Dueling Networks Architecture for GNN in the Deep Reinforcement Learning for the Automated ICT System Design Tianchen Zhou (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura, Hiroyuki Hochigai (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko E. Yairi (Sophia Univ.) NS2024-16 |
We have been addressing the challenge of low learning efficiency in automated ICT system design with reinforcement learn... [more] | NS2024-16 pp.17-22 |
| ICM | 2024-03-22 16:30 |
Okinawa | Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
Demonstration of stable and flexible service provisioning mechanism based on extended autonomous operation technology cooperated with resource control function Eiji Muramatsu, Kotaro Inoue, Takayuki Kuroda, Yusuke Shinohara, Takanori Iwai (NEC) ICM2023-65 |
In recent years, autonomous network have been actively studied for the purpose of efficient operation of increasingly co... [more] | ICM2023-65 pp.107-112 |
| KBSE | 2024-03-14 11:50 |
Okinawa | Okinawa Prefectual General Welfare Center (Primary: On-site, Secondary: Online) |
Structuring Methods for System Requirements Using Large Language Models Ryo Nakashima (UTokyo), Masaki Inokuchi, Masaharu Morimoto, Takayuki Kuroda (NEC) KBSE2023-70 |
Recently, there has been increasing interest in automatic design to reduce the costs associated with the development and... [more] | KBSE2023-70 pp.31-36 |
| LOIS, ICM | 2024-01-26 15:30 |
Nagasaki | Nagasaki Prefectural Art Museum (Primary: On-site, Secondary: Online) |
Proposal of scalable AI/ML technology for automated design of large information and communication systems Yutaka Yakuwa, Takayuki Kuroda (NEC) ICM2023-43 LOIS2023-47 |
[more] | ICM2023-43 LOIS2023-47 pp.86-91 |
| NS, RCS (Joint) |
2023-12-14 16:25 |
Fukuoka | Kyushu Institute of Technology Tobata campus, and Online (Primary: On-site, Secondary: Online) |
Implementation and evaluation of Double DQN and Noisy Network to Reinforcement learning for Automation of ICT System Design Hiroyuki Hochigai (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura, Zhou Tianchen (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko Eguchi Yairi (Sophia Univ.) NS2023-134 |
This paper introduces an efficient reinforcement learning method for the ICT system design process. Since the state spac... [more] | NS2023-134 pp.48-53 |
| NS, RCS (Joint) |
2023-12-14 16:50 |
Fukuoka | Kyushu Institute of Technology Tobata campus, and Online (Primary: On-site, Secondary: Online) |
Dueling Networks Architecture in the Deep Reinforcement Learning for the Automated ICT System Design Tianchen Zhou (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura, Hiroyuki Hochigai (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko E. Yairi (Sophia Univ.) NS2023-135 |
This paper presents a reinforcement learning based approach for the design of ICT systems. The automated ICT system desi... [more] | NS2023-135 pp.54-59 |
| ICM, NS, CQ, NV (Joint) |
2023-11-21 16:50 |
Ehime | Ehime Prefecture Gender Equality Center (Primary: On-site, Secondary: Online) |
Proposal of a quality evaluation model for automatic design of information and communication systems based on Intent Takayuki Kuroda, Toshiki Watanabe, Takuya Kuwahara, Ryosuke Hotchi (NEC) ICM2023-23 |
In recent years, research and development on automation of network operation has been actively pursued for the flexible ... [more] | ICM2023-23 pp.2-7 |
| NS, IN, CS, NV (Joint) |
2023-09-08 13:55 |
Miyagi | Tohoku University (Primary: On-site, Secondary: Online) |
Joint Experiment of Interworking Multi-vendors' AI via TM Forum Open API toward Autonomic QoS Management of Cloud Native Services Takahiro Hirayama, Masahiro Jibiki (NICT), Takuya Miyasaka (KDDI/KDDI Research Inc.), Toshiki Watanabe, Satoshi Akabori, Takayuki Kuroda (NEC) NS2023-63 |
Constant monitoring and agile management of cloud-native network functions (CNFs) are the essential to prevent serious d... [more] | NS2023-63 pp.65-70 |
| PN | 2023-08-29 13:50 |
Hokkaido | (Primary: On-site, Secondary: Online) |
[Invited Talk]
Toward the realization of centralized control of Beyond 5G communication networks based on autonomy Takayuki Kuroda (NEC) PN2023-21 |
In recent years, ICT (Information and Communication Technology) has been utilized in various industries, and it is requi... [more] | PN2023-21 pp.23-27 |
| ICM | 2023-07-14 10:25 |
Hokkaido | Sun Reflation Hakodate (Primary: On-site, Secondary: Online) |
[Encouragement Talk]
Autonomous VPN Management Method Supported by Network Information Sharing Platform KANVAS and Automatic System Designer Weaver Kazuki Tanabe (NEC), Kanta Kuchii, Takao Kondo, Kosuke Mori (Keio Univ.), Takayuki Kuroda, Kozo Satoda (NEC), Fumio Teraoka (Keio Univ.) ICM2023-20 |
In this paper, we propose an autonomous operation technology for VPNs by collaboration of KANVAS (Knowledge base system ... [more] | ICM2023-20 pp.46-51 |
| ICM | 2023-03-17 15:45 |
Okinawa | Okinawa Prefectural Museum and Art Museum (Primary: On-site, Secondary: Online) |
An evaluation of automated network operation planning method based on user's intent Takayuki Kuroda, Satoshi Akabori (NEC) ICM2022-63 |
In recent years, researches on network operation automation have been actively pursued for flexible and rapid utilizatio... [more] | ICM2022-63 pp.117-122 |
| IBISML | 2022-12-22 16:35 |
Kyoto | Kyoto University (Primary: On-site, Secondary: Online) |
Implementation and evaluation of Noisy Nets to Reinforcement learning of Automated Designing ICT System Tianchen Zhou (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko E. Yairi (Sophia Univ.) IBISML2022-50 |
This paper introduces a reinforcement learning method for the ICT system design process. Since the state space of the de... [more] | IBISML2022-50 pp.46-53 |
| NS, ICM, CQ, NV (Joint) |
2022-11-24 14:30 |
Fukuoka | Humanities and Social Sciences Center, Fukuoka Univ. + Online (Primary: On-site, Secondary: Online) |
A proposal of automated network operation planning method based on user's intent Takayuki Kuroda (NEC) ICM2022-22 |
In recent years, researches on autonomous network operation have been actively pursued for flexible and rapid utilizatio... [more] | ICM2022-22 pp.1-6 |
| ICM | 2022-03-04 13:00 |
Online | Online | Autonomous Failure Recovery of Campus Network Supported by Network Information Sharing Platform KANVAS and Automatic System Designer Weaver Kazuki Tanabe (NEC), Kanta Kuchii, Yuma Shomen, Takao Kondo (Keio Univ.), Takayuki Kuroda, Kozo Satoda (NEC), Fumio Teraoka (Keio Univ.) ICM2021-52 |
In this paper, we propose an automation technology of failure recovery on a campus network environment. Our proposed arc... [more] | ICM2021-52 pp.51-56 |
| IN, NS, CS, NV (Joint) |
2021-09-10 10:00 |
Online | Online | [Invited Talk]
Automation of network service design and operation toward beyond 5G era Kozo Satoda, Takayuki Kuroda (NEC) |
[more] | |
| ICM | 2021-03-18 09:25 |
Online | Online | [Encouragement Talk]
An Automation Technology of Testing Environment Configuration for ICT System Products by Search-based System Design Generation Scheme Kazuki Tanabe, Takayuki Kuroda, Kozo Satoda (NEC) ICM2020-60 |
In this paper, we propose an automation technology to generate comprehensive testing environments for performance evalua... [more] | ICM2020-60 pp.7-12 |
| NS, ICM, CQ, NV (Joint) |
2020-11-26 09:55 |
Online | Online | Application of ICT system design based on user's intention to build Web application infrastructure Tatsuya Fukuda, Satoshi Akabori, Takayuki Kuroda, Kozo Satoda (NEC) ICM2020-19 |
In order to implement DX, which has emerged in recent years, it is important to provide ICT systems quickly and flexibly... [more] | ICM2020-19 pp.7-12 |
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