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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 20 of 26  /  [Next]  
Committee Date Time Place Paper Title / Authors Abstract Paper #
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)
 [more]
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)
(To be available after the conference date) [more]
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
ICM 2020-07-16
14:50
Online Online Network Test Process Automation by Graph Search-based Approarch
Kazuki Tanabe, Tatsuya Fukuda, Takayuki Kuroda (NEC) ICM2020-12
In this paper, we propose an automation technology for the test process of system integration (SI). Our proposed method ... [more] ICM2020-12
pp.25-30
NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] 2020-06-29
15:50
Online Online Efficient Reinforcement learning for Automation of ICT System Design
Yutaka Yakuwa, Takashi Maruyama, Takuya Kuwahara, Takayuki Kuroda (NEC) NC2020-7 IBISML2020-7
 [more] NC2020-7 IBISML2020-7
pp.39-46
NS, IN, CS, NV
(Joint)
2019-09-06
14:55
Miyagi Research Institute of Electrical Communication, Tohoku Univ. Automated Fault Localization Metohd with Search-Based Network Design Generation Scheme
Tatsuya FUkuda, Takayuki Kuroda, Hideyuki Shimonishi (NEC), Shingo Ata (Osaka City Univ.) NS2019-96
 [more] NS2019-96
pp.41-46
ICM 2019-03-08
16:00
Okinawa   Accelerated Search for Search-Based Network Design Generation Scheme with Reinforcement Learning
Takashi Maruyama, Takuya Kuwahara, Yutaka Yakuwa, Takayuki Kuroda, Yoichi Sato (NEC) ICM2018-71
 [more] ICM2018-71
pp.123-128
 Results 1 - 20 of 26  /  [Next]  
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