Mizutani Kimihiro 水谷后宏

Researcher Number	40845939
Other IDs	https://orcid.org/0000-0003-2020-6578
Affiliation (Current)	2025: 近畿大学, 情報学部, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2023: 近畿大学, 情報学部, 准教授 2020 – 2022: 近畿大学, 理工学部, 講師
Review Section/Research Field	Principal Investigator Basic Section 60060:Information network-related Except Principal Investigator Basic Section 60060:Information network-related
Keywords	Principal Investigator 情報ネットワーク / 分散ニューラルネットワーク / 広域分散コンピューティング / 深層学習 / サーバ連携 / P2P / 構造化オーバレイネットワーク / オーバレイネットワーク / ネットワーク管理 / 分散学習 … More Except Principal Investigator … More 検証 / 自律制御 / 機械学習 / 妥当性検証 / ネットワーク管理 Less

多種多様なニューラルネットワークを収容可能にするネットワーク設計・制御技術Principal Investigator
- Principal Investigator
  
  水谷后宏
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Kindai University
A study of server management technology for sustaining a large scale distributed neural networkPrincipal Investigator
- Principal Investigator
  
  Mizutani Kimihiro
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Kindai University
Workflow Execution based on Network Operations' Intention
- Principal Investigator
  
  Osamu Akashi
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  National Institute of Informatics

All 2023 2022 2021 2020

All Journal Article Presentation

[Journal Article] An Implementation of Intelligent Image Analysis Load Balancing for Virtualized Environment2023
- Author(s)
  Shunsuke Nakagawa and Kimihiro Mizutani
- Journal Title
  
  Proc. International Conference on Mobile Computing and Ubiquitous Networking
  
  Volume: - Pages: 1-2
- DOI
  10.23919/icmu58504.2023.10412162
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04185
[Journal Article] Leveraging Advanced Data Preprocessing in the Extraction of Network Configuration Template Blocks2023
- Author(s)
  Shoma Kitagawa and Kimihiro Mizutani
- Journal Title
  
  Proc. International Conference on Mobile Computing and Ubiquitous Networking
  
  Volume: - Pages: 1-2
- DOI
  10.23919/icmu58504.2023.10412223
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04185
[Journal Article] ネットワークコンフィグの潜在的特徴抽出手法の提案と評価2022
- Author(s)
  花光大輔, 水谷后宏, 小林諭, 福田健介, 明石修
- Journal Title
  
  情報処理学会関西支部支部大会講演論文集
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-20H04185
[Journal Article] An Implementation of Misconfiguration Prevention System Using Language Model for a Network Automation Tool2022
- Author(s)
  Mamoru Kawaguchi, Kimihiro Mizutani, Nobukazu Iguchi
- Journal Title
  
  IEICE Proceeding Series
  
  Volume: 72 Pages: S5-8
- DOI
  10.34385/proc.72.S5-8
- ISSN
  2188-5079
- Year and Date
  2022-11-29
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04185
[Journal Article] A Comprehensive Evaluation of Generating a Mobile Traffic Data Scheme without a Coarse-Grained Process Using CSR-GAN2022
- Author(s)
  Tokunaga Tomoki、Mizutani Kimihiro
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 5 Pages: 1930-1930
- DOI
  10.3390/s22051930
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19791
[Journal Article] A Novel Network Configuration Generation Scheme from Network Operator's Intent Described by Natural Language2022
- Author(s)
  Masaya Suzuki, and Kimihiro Mizutani, Satoru Kobayashi, Kensuke Fukuda, Osamu Akashi
- Journal Title
  
  IEICE Proceeding Series
  
  Volume: 72 Pages: S2-1
- DOI
  10.34385/proc.72.S2-1
- ISSN
  2188-5079
- Year and Date
  2022-11-29
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04185
[Journal Article] An Implementation of Effective Server Resource Management Scheme Using Deep Reinforcement Learning2022
- Author(s)
  Toshiki Kawakita, Kimihiro Mizutani, Satoru Kobayashi, Kensuke Fukuda, Osamu Akashi
- Journal Title
  
  IEICE Proceeding Series
  
  Volume: 72 Pages: S8-5
- DOI
  10.34385/proc.72.S8-5
- ISSN
  2188-5079
- Year and Date
  2022-11-29
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04185
[Journal Article] Effective TCP Flow Management Based on Hierarchical Feedback Learning in Complex Data Center Network2022
- Author(s)
  Mizutani Kimihiro
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 2 Pages: 611-611
- DOI
  10.3390/s22020611
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19791
[Journal Article] Towards Extracting Semantics of Network Config Blocks2021
- Author(s)
  Kazuki Otomo, Satoru Kobayashi, Kensuke Fukuda, Akashi Osamu, Kimihiro Mizutani, Hiroshi Esaki
- Journal Title
  
  IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC 2021)
  
  Volume: - Pages: 1443-1448
- DOI
  10.1109/compsac51774.2021.00214
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04185
[Journal Article] Stateless Node Failure Information Propagation Scheme for Stable Overlay Networks2021
- Author(s)
  Mizutani Kimihiro
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 88737-88745
- DOI
  10.1109/access.2021.3090028
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19791
[Journal Article] A Scheme of Extracting Network Configuration Template Blocks Based on Tucker Decomposition2021
- Author(s)
  Daisuke Hanamitsu, Kimihiro Mizutani, Satoru Kobayashi, Kensuke Fukuda, Osamu Akashi
- Journal Title
  
  IEICE Proceeding Series
  
  Volume: 68 Pages: P1-14
- DOI
  10.34385/proc.68.P1-14
- NAID
  230000012879
- ISSN
  2188-5079
- Year and Date
  2021-12-01
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04185
[Journal Article] A novel distributed deep learning training scheme based on distributed skip mesh list2021
- Author(s)
  Suzuki Masaya、Mizutani Kimihiro
- Journal Title
  
  IEICE Communications Express
  
  Volume: 10 Issue: 8 Pages: 463-468
- DOI
  10.1587/comex.2021ETL0023
- NAID
  130008070802
- ISSN
  2187-0136
- Year and Date
  2021-08-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19791
[Journal Article] A scheme of estimating mobile traffic data without coarse-grained process using conditional SR-GAN2021
- Author(s)
  Tokunaga Tomoki、Mizutani Kimihiro
- Journal Title
  
  IEICE Communications Express
  
  Volume: 10 Issue: 8 Pages: 441-446
- DOI
  10.1587/comex.2021ETL0017
- NAID
  130008070791
- ISSN
  2187-0136
- Year and Date
  2021-08-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19791
[Presentation] An Efficient Approach for Training Time Minimization in Distributed Split Neural Network2023
- Author(s)
  Eigo Yamamoto and Kimihiro Mizutani
- Organizer
  IEEE GCCE
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19791
[Presentation] An Efficient Approach for Training Time Minimization in Distributed Split Neural Network2023
- Author(s)
  Eigo Yamamoto and Kimihiro Mizutani
- Organizer
  IEEE GCCE
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16876
[Presentation] ネットワーク管理ワークフローの自動実行機構の提案2021
- Author(s)
  明石修，水谷后宏，小林諭，福田健介
- Organizer
  情報処理学会第83回全国大会
- Data Source
  KAKENHI-PROJECT-20H04185
[Presentation] Conditional SR-GANを用いたモバイルトラフィックデータの圧縮・復元2020
- Author(s)
  徳永智紀, 水谷后宏
- Organizer
  電気関係学会関西連合大会
- Data Source
  KAKENHI-PROJECT-20K19791
[Presentation] Distributed Skip Mesh Listを用いた大規模ニューラルネットワークの永続的管理手法2020
- Author(s)
  鈴木雅也, 水谷后宏
- Organizer
  電気関係学会関西連合大会
- Data Source
  KAKENHI-PROJECT-20K19791
[Presentation] Accurate Mobile Traffic Generation Scheme without Coarse-grained Data Using Conditional SR-GAN2020
- Author(s)
  Tomoki Tokunaga, Kimihiro Mizutani
- Organizer
  ICETC 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19791
[Presentation] A Novel Distributed Deep Learning Training Scheme Based on Distributed Skip Mesh List2020
- Author(s)
  Masaya Suzuki, Kimihiro Mizutani
- Organizer
  ICETC 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19791

1. Osamu Akashi (60841202)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
2. 福田健介 (90435503)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results

Mizutani Kimihiro 水谷 后宏

Research Projects

Research Products

Co-Researchers

多種多様なニューラルネットワークを収容可能にするネットワーク設計・制御技術Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A study of server management technology for sustaining a large scale distributed neural networkPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Workflow Execution based on Network Operations' Intention

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] An Implementation of Intelligent Image Analysis Load Balancing for Virtualized Environment2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Leveraging Advanced Data Preprocessing in the Extraction of Network Configuration Template Blocks2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] ネットワークコンフィグの潜在的特徴抽出手法の提案と評価2022

Author(s)

Journal Title

Data Source

[Journal Article] An Implementation of Misconfiguration Prevention System Using Language Model for a Network Automation Tool2022

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] A Comprehensive Evaluation of Generating a Mobile Traffic Data Scheme without a Coarse-Grained Process Using CSR-GAN2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Novel Network Configuration Generation Scheme from Network Operator's Intent Described by Natural Language2022

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] An Implementation of Effective Server Resource Management Scheme Using Deep Reinforcement Learning2022

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Effective TCP Flow Management Based on Hierarchical Feedback Learning in Complex Data Center Network2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Towards Extracting Semantics of Network Config Blocks2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Stateless Node Failure Information Propagation Scheme for Stable Overlay Networks2021

Author(s)

Journal Title

DOI

Data Source

Mizutani Kimihiro 水谷后宏