Mizutani Kimihiro 水谷后宏

Researcher Number	40845939
Other IDs	https://orcid.org/0000-0003-2020-6578
Affiliation (Current)	2024: 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 / 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 / 分散学習 / 分散ニューラルネットワーク / オーバレイネットワーク Except Principal Investigator 検証 … More / 妥当性検証 / 機械学習 / 自律制御 / 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
  
  水谷后宏
- 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
ネットワークオペレータの意図に基づくワークフロー実行機構の研究
- Principal Investigator
  
  明石修
- 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 2022 2021 2020

All Journal Article Presentation

[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] 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 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] 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] 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] 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] 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] 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 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
[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
[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. 明石修 (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

ネットワークオペレータの意図に基づくワークフロー実行機構の研究

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Author(s)

Journal Title

DOI

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] Towards Extracting Semantics of Network Config Blocks2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Scheme of Extracting Network Configuration Template Blocks Based on Tucker Decomposition2021

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

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

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A scheme of estimating mobile traffic data without coarse-grained process using conditional SR-GAN2021

Mizutani Kimihiro 水谷后宏