A Study on Data Flow-oriented Access Control Structure for HPC/HPDA Infrastructure

• Project/Area Number: 17KT0083
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Multi-year Fund
• Section: 特設分野
• Research Field: The Information Society and Trust
• Research Institution: Osaka University
• Principal Investigator: Shimojo Shinji 大阪大学, サイバーメディアセンター, 教授 (00187478)
• Co-Investigator(Kenkyū-buntansha): 阿部 洋丈 筑波大学, システム情報系, 准教授 (00456716) ; 伊達 進 大阪大学, サイバーメディアセンター, 准教授 (20346175)
• Project Period (FY): 2017-07-18 – 2023-03-31
• Project Status: Completed (Fiscal Year 2022)
• Budget Amount: ¥18,720,000 (Direct Cost: ¥14,400,000、Indirect Cost: ¥4,320,000); Fiscal Year 2019: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000); Fiscal Year 2018: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000); Fiscal Year 2017: ¥7,670,000 (Direct Cost: ¥5,900,000、Indirect Cost: ¥1,770,000)
• Keywords: Access Control / Network / SDN / HPDA / アクセス制御機構 / データフロー指向 / HPC・HPDA融合 / HPC/HPDA融合 / アクセス制御

Outline of Final Research Achievements

In this research, a data flow-oriented access control structure that allows each of users and user applications to control and utilize link and network bandwidth as network resources based on the given role. Technically, by leveraging network programmability and X.509 certificate-based authenticaion and authorization, a flexible and fine-grained access control model is realized to satisfy a variety of users and security requirements.

Academic Significance and Societal Importance of the Research Achievements

医療やライフサイエンス等の情報システムのトラストを要求する分野においては、情報システムのトラストが問題となる。本研究で実現したネッワーク資源を対象としたデータフロー型アクセス制御機構は、地理的に分散配備されたセンサデバイスからの計測データあるいはエンドユーザの利用するIoT(Internet of Things)端末から取得されるユーザデータ等、複数データ源からの多種多様なデータを高効率に集約・解析できる高性能データ分析(HPDA: High Performance Data Analysis) 基盤の実現に資するものである。

Research Products

• [Journal Article] Dynamic Traffic Control of Staging Traffic on the Interconnect of the HPC Cluster System (2020)
  • Author(s): Endo Arata、Ohtsuji Hiroki、Hayashi Erika、Yoshida Eiji、Lee Chunghan、Date Susumu、Shimojo Shinji
  • Journal Title: IEEE Access Volume: 8 Pages: 198518-198531
  • DOI: 10.1109/access.2020.3035158
  • Open Access
• [Presentation] Ontology-Based Access Control Framework for Smart Building IoT Devices (2023)
  • Author(s): Nao Takizaki, Yoshiyuki Kido, Yoshiyuki Masuda, Yoshihisa Toshima, Matsuki Yamamoto, Shinji Shimojo
  • Organizer: 2023 IEEE International Conference on Consumer Electronics (ICCE)
  • Int'l Joint Research
• [Presentation] Consideration of a Supercomputing System with Cloud Bursting Functionality from an Operational Perspective (2022)
  • Author(s): Arata Endo, Shinji Yoshida, Shuichi Gojuki, Hiroaki Kataoka, Yoshihiko Sato, Akihiro Musa, Susumu Date
  • Organizer: CloudCom2022
  • Int'l Joint Research
• [Presentation] Osaka University’s Data Aggregation Infrastructure for Supporting Data-intensive Science (2022)
  • Author(s): Susumu Date
  • Organizer: 34th Workshop on Sustained Simulation Performance
  • Int'l Joint Research
• [Presentation] スマートビルのためのオントロジを用いたアクセス制御フレームワークの提案 (2022)
  • Author(s): 瀧崎 尚, 木戸 善之, 増田 欣之, 都島 良久, 山本 松樹, 下條 真司
  • Organizer: DICOMO2022
• [Presentation] Research Experiences of an On-Time Data Transfer Framework in Cooperation with Scheduler System and Future Directions (2022)
  • Author(s): Susumu Date
  • Organizer: The 3rd Global Research Platform Workshop (3GRP), escience 2022
• [Presentation] Scalability Evaluation of a Per-User Access Control Framework (2021)
  • Author(s): Arata Endo, Chunghan Lee, Susumu Date
  • Organizer: The 2021 International Conference on Computational Science and Computational Intelligence (CSCI)
  • Int'l Joint Research
• [Presentation] Osaka University’s Research Infrastructure Towards Acceleration of Global e-Science Research (2021)
  • Author(s): Shinji Shimojo, Susumu Date
  • Organizer: eScience 2021
  • Int'l Joint Research
• [Presentation] Architecture of Connectivity-aware Redundancy Control Module for Distributed Resource Management in InfaaS-AP (2021)
  • Author(s): Kohei Taniguchi, Yasuhiro Watashiba, Susumu Date, Shinji Shimojo
  • Organizer: MIPRO2021
  • Int'l Joint Research
• [Presentation] Per-user Access Control Framework for Link Connectivity and Network Bandwidth (2020)
  • Author(s): Shogo Kamata, Chunghan Lee, Susumu Date
  • Organizer: The 21st International Conference on Internet Computing & IoT
  • Int'l Joint Research
• [Presentation] Status Report of Per-user Access Control Framework of Network Resources towards Secure Interaction between IoT Devices and Data Center (2020)
  • Author(s): Susumu Date, Shogo Kamata, Chunghan Lee
  • Organizer: US-Japan Workshop on Programmable Networking
  • Int'l Joint Research
• [Presentation] First Experience and Practice of Cloud Bursting Extension to OCTOPUS (2020)
  • Author(s): Date Susumu、Kataoka Hiroaki、Gojuki Shuichi、Katsuura Yuki、Teramae Yuki、Kigoshi Shinichiro
  • Organizer: CLOSER 2020
  • Int'l Joint Research
• [Presentation] A Parallel LSTM-based Missing Body Feature Point Completion in Video Frames (2019)
  • Author(s): Satoshi Yamanaka, Chonho Lee, Susumu Date
  • Organizer: 6th International Conference on Computational Science and Computational Intelligence
  • Int'l Joint Research
• [Presentation] Evaluation of Dental Image Augmentation for the Severity Assessment of Periodontal Disease (2019)
  • Author(s): Yusuke Moriyama, Chonho Lee, Susumu Date, Yoichiro Kashiwagi, Yuki Narukawa, Kazonori Nozaki, Shinya Murakami
  • Organizer: 6th International Conference on Computational Science and Computational Intelligence
  • Int'l Joint Research
• [Presentation] Architecture of a Resource Manager for Software-Defined IT Infrastructure (2019)
  • Author(s): Yuki Matsui, Yasuhiro Watashiba, Yoshiyuki Kido, Susumu Date, Shinji Shimojo
  • Organizer: International Symposium on Grids and Clouds 2019), Apr. 2019
  • Int'l Joint Research
• [Presentation] Architecture of Traffic Engineering Module for Programmable Data-Plane Routers (2019)
  • Author(s): Juan Sebastian Aguirre, Yoshiyuki Kido, Susumu Date, Shinji Shimojo
  • Organizer: PRAGMA 36
  • Int'l Joint Research
• [Presentation] The estimation of Missing Body Feature Points in Moving Images Using LSTM (2019)
  • Author(s): Satoshi Yamanaka, Chonho Lee, Susumu Date, Shinji Shimojo
  • Organizer: PRAGMA 36
  • Int'l Joint Research
• [Presentation] Toward Orchestration on Software-Defined IT Infrastracture for Disaster Management Application (2019)
  • Author(s): Yasuhiro Watashiba, Yuki Matsui, Yoshiyuki Kido, Susumu Date, Shinji Shimojo
  • Organizer: PRAGMA 36
  • Int'l Joint Research
• [Presentation] Software-Defined IT Infrastructure におけるオーケストレーション機構の提案と評価 (2019)
  • Author(s): 松井 祐希, 渡場 康弘, 伊達 進, 下條 真司
  • Organizer: 第17回 ディペンダブルシステムワークショップ
• [Presentation] Osaka University Supercomputing Infrastructure towards HPC and HPDA Convergence (2019)
  • Author(s): Susumu Date
  • Organizer: UCSD-OU Workshop on Information Science for Future Society,
  • Int'l Joint Research
• [Presentation] A MapReduce-like Deep Learning Model for the Depth Estimation of Periodontal Pockets (2018)
  • Author(s): Yusuke Moriyama, Chonho Lee, Susumu Date, Yoichiro Kashiwagi, Yuki Narukawa, Kazonori Nozaki, Shinya Murakami
  • Organizer: The 12th International Joint Conference on Biomedical Engineering Systems and Technologies
  • Int'l Joint Research
• [Presentation] Towards Connected-HPC (2018)
  • Author(s): Hiroaki Morimoto, Takuya Yamada, Keichi Takahashi, Yoshiyuki Kido, Susumu Date, Shinji Shimojo
  • Organizer: Southeast Asia International Joint Research and Collaboration Program in High-Performance Computing Applications and Networking Technology(SEAIP2018)
  • Int'l Joint Research
• [Presentation] Application Aware Traffic Engineering Functionality for an SDN Transit Network (2018)
  • Author(s): Juan Sebastian Aguirre, Kohei Ichikawa, Yoshiyuki Kido, Susumu Date, Shinji Shimojo
  • Organizer: PRAGMA 34 Workshop
  • Int'l Joint Research
• [Presentation] SDN環境におけるスライスの独立性検証の高速化 (2018)
  • Author(s): 江幡 正樹，阿部 洋丈，下條 真司，伊達 進，野崎 一徳
  • Organizer: 第145回システムソフトウェアとオペレーティング・システム研究会
• [Presentation] Connected-HPCに向けたネットワークの動的管理技術の設計と実装 (2018)
  • Author(s): 森本弘明, 高橋慧智, 山田拓哉, 木戸善之, 伊達進, 下條真司
  • Organizer: 日本ソフトウェア科学会 第16回ディペンダブルシステムワークショップ
• [Presentation] ネットワークのスライスの独立性を評価するリアルタイム検証システムに向けて (2018)
  • Author(s): 江幡正樹, 阿部洋丈, 伊達進, 野崎一徳, 下條真司
  • Organizer: 日本ソフトウェア科学会 第16回ディペンダブルシステムワークショップ
• [Presentation] 高性能計算環境における秘匿性データ解析に向けたダイナミックセキュアステージングシステムの構築 (2017)
  • Author(s): 渡場康弘, 伊達進, 吉川隆士, 阿部洋丈, 野崎一徳, 木戸善之, Lee CHONHO, 下條真司
  • Organizer: 本ソフトウェア科学会 ディペンダブルシステムワークショップ
• [Presentation] 医療データクラウドにおけるネットワーク検証 (2017)
  • Author(s): 江幡正樹, 阿部洋丈, 伊達進, 野崎一徳, 下條真司
  • Organizer: 日本ソフトウェア科学会 ディペンダブルシステムワークショップ
• [Presentation] 医療データを高性能計算機システムで利用するためのダイナミックセキュアなステージングシステム (2017)
  • Author(s): 伊達進, 吉川隆士, 野崎一徳, 渡場康弘, Lee Chonho, 木戸善之, 下條真司
  • Organizer: 第37回日本医療情報学連合大会
• [Presentation] Towards a smart dental healthcare: an automated assessment of orthodontic treatment need (2017)
  • Author(s): Seika Murata, Kobo Ishigaki, Chonho Lee, Chihiro Tanikawa, Susumu Date, Takashi Yoshikawa
  • Organizer: The Second International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing (HEALTHINFO 2017)
  • Int'l Joint Research
• [Presentation] Towards a Fully Automated Diagnostic System for Orthodontic Treatment in Dentistry (2017)
  • Author(s): Seiya Murata, Chonho Lee, Chihiro Tanikawa, Susumu Date
  • Organizer: The thirteenth IEEE eScience Conference (e-science2017)
  • Int'l Joint Research