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Keichi Takahashi
高橋 慧智
Keichi Takahashi
高橋 慧智
D3 Center, Associate Professor

Research History 11

  1. 2024/10 - Present
    The University of Osaka D3 Center Associate Professor

  2. 2021/12 - 2024/09
    Tohoku University Cyberscience Center Assistant Professor

  3. 2019/04 - 2021/11
    Nara Institute of Science and Technoology Assistant Professor

  4. 2024/10 - Present
    The University of Osaka Division of Electronic and Information Engineering, School of Engineering Associate Professor

  5. 2024/10 - Present
    Tohoku University Cyberscience Center Visiting Associate Professor

  6. 2024/10 - Present
    The University of Osaka Graduate School of Information Science and Technology Department of Multimedia Engineering Associate Professor

  7. 2024/11 - 2025/03
    Nara Institute of Science and Technology Graduate School of Science and Technology Visiting Associate Professor

  8. 2022/01 - 2024/09
    Nara Institute of Science and Technology Graduate School of Science and Technology Affiliate Assistant Professor

  9. 2019/06 - 2022/03
    Osaka University Cybermedia Center Visiting Faculty

  10. 2020/04 - 2021/10
    Nara National College of Technology

  11. 2018/07 - 2018/12
    Oak Ridge National Laboratory Scientific Data Group Visiting Scholar

Education 2

  1. Osaka University Graduate School of Information Science and Technology

    2014/04 - 2019/03

  2. Osaka University School of Engineering

    2010/04 - 2014/03

Committee Memberships 19

  1. データ活用社会創成プラットフォーム協働事業体 運営委員

    2025/04 - Present

  2. 情報処理学会 論文誌コンピューティングシステム編集委員会 編集委員 Academic society

    2025/04 - 2027/03

  3. HPCI 連携サービス 運営・作業部会 部会員

    2023/04 - 2024/09

  4. 電子情報通信学会 常任査読委員 Academic society

    2022/07 - 2023/07

  5. IEICE Transactions on Information and Systems Associate Editor Academic society

    2019/06 - 2023/05

  6. Information Processing Society of Japan Kansai Branch Secretary of Branch Academic society

    2020/05 - 2022/05

  7. 情報処理学会関西支部 2021年度支部大会実行委員長

    2021/04 - 2022/03

  8. APNOMS Technical Program Committee

    2019 - 2021

  9. CANDAR 2025 Program Committee Academic society

    2025 -

  10. 54th International Conference on Parallel Processing (ICPP'25) Performance Track Co-chair

    2025 -

  11. 5th Workshop on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn STrategy (PERMAVOST 2025) Program Committee

    2025 -

  12. SC24 Poster Committee

    2024 -

  13. HPCAsia 2024 Poster Chair

    2024 -

  14. PDCAT 2023 Program Committee

    2023 -

  15. IEEE CLUSTER 2023 Program Committee

    2023 -

  16. HiPC 2023 Program Committee

    2023 -

  17. SC22 Program Committee

    2022 -

  18. PDCAT 2022 Publicity Chair

    2022 -

  19. xSIG 2021 Program Committee

    2021 -

Professional Memberships 3

  1. IEEE Computer Society

  2. INFORMATION PROCESSING SOCIETY OF JAPAN

  3. IEEE

Research Areas 1

  1. Informatics / High-performance computing /

Awards 4

  1. Best Paper Award

    Rei Aoyagi, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa 26th Workshop on Advances in Parallel and Distributed Computational Models (APDCM) 2024/05

  2. Best Papaer Award

    Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Chawanat Nakasan, Kazufumi Yuasa, Tadatoshi Babasaki, Hajimu Iida IEICE Communication Society 2024/05

  3. Staff Performance Award

    Keichi Takahashi 2020/10

  4. PRAGMA28 Lightning Talk Best Idea Award

    Keichi Takahashi, Baatarsuren Munkhdorj, Khureltulga Dashdavaa, Susumu Date, Yoshiyuki Kido, Shinji Shimojo 2015/04

Papers 85

  1. Performance Analysis of mdx II: A Next-Generation Cloud Platform for Cross-Disciplinary Data Science Research

    Keichi Takahashi, Tomonori Hayami, Yu Mukaizono, Yuki Teramae, Susumu Date

    Proceedings of the 15th International Conference on Cloud Computing and Services Science p. 92-100 2025/04 Research paper (international conference proceedings)

    Publisher: SCITEPRESS - Science and Technology Publications
  2. Load-Aware Multi-Objective Optimization of Controller and Datastore Placement in Distributed Sdns

    Kang Xingyuan, Keichi Takahashi, Chawanat Nakasan, Kohei Ichikawa, Hajimu Iida

    Concurrency and Computation: Practice and Experience Vol. 37 No. 4-5 2025/02/28 Research paper (scientific journal)

  3. Performance evaluation of the LBM simulations in fluid dynamics on SX-Aurora TSUBASA vector engine

    Xiangcheng Sun, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa, Xian Wang

    Computer Physics Communications Vol. 307 p. 109411-109411 2025/02 Research paper (scientific journal)

    Publisher: Elsevier BV
  4. Maximizing Energy Budget Utilization Using Dynamic Power Cap Control

    Sho Ishii, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    Lecture Notes in Computer Science p. 161-180 2024/12/21 Part of collection (book)

    Publisher: Springer Nature Switzerland
  5. Leveraging Hardware Performance Counters for Predicting Workload Interference in Vector Supercomputers

    Shubham, Keichi Takahashi, Hiroyuki Takizawa

    International Conference on Parallel and Distributed Computing: Applications and Technologies (PDCAT) 2024/12 Research paper (international conference proceedings)

  6. DRAS-OD: A Reinforcement Learning based Job Scheduler for On-Demand Job Scheduling in High-Performance Computing Systems

    Hang Cui, Keichi Takahashi, Hiroyuki Takizawa

    2024 Twelfth International Symposium on Computing and Networking (CANDAR) p. 21-29 2024/11/26 Research paper (international conference proceedings)

    Publisher: IEEE
  7. Real-Time Phase Retrieval Using On-the-Fly Training of Sample-Specific Surrogate Models

    Ryota Koda, Keichi Takahashi, Hiroyuki Takizawa, Nozomu Ishiguro, Yukio Takahashi

    2024 Twelfth International Symposium on Computing and Networking (CANDAR) p. 59-66 2024/11/26 Research paper (international conference proceedings)

    Publisher: IEEE
  8. A QA-Assisted Job Scheduler for Minimizing the Impact of Urgent Computing on HPC System Operation

    Tatsuyoshi Ohmura, Keichi Takahashi, Ryusuke Egawa, Hiroyuki Takizawa

    2024 Twelfth International Symposium on Computing and Networking Workshops (CANDARW) p. 197-203 2024/11/26 Research paper (international conference proceedings)

    Publisher: IEEE
  9. Modernizing an Operational Real-Time Tsunami Simulator to Support Diverse Hardware Platforms

    Keichi Takahashi, Takashi Abe, Akihiro Musa, Yoshihiko Sato, Yoichi Shimomura, Hiroyuki Takizawa, Shunichi Koshimura

    2024 IEEE International Conference on Cluster Computing (CLUSTER) p. 414-425 2024/09/24 Research paper (international conference proceedings)

    Publisher: IEEE
  10. HPCシステム用ウェブポータルにおけるジョブスケジューラの抽象化

    谷澤 悠太, 高橋 慧智, 下村 陽一, 滝沢 寛之

    研究報告ハイパフォーマンスコンピューティング(HPC) Vol. 2024-HPC-195 No. 9 p. 1-9 2024/08 Research paper (conference, symposium, etc.)

  11. タスク間の依存関係を考慮したワークフローのバッチジョブスケジューリング

    柳井快斗, 高橋慧智, 下村陽一, 滝沢寛之

    xSIG 2024 2024/08 Research paper (conference, symposium, etc.)

  12. 説明可能AI技術によるプログラムの性能モデルの解析

    片山敏伸, 高橋慧智, 下村陽一, 滝沢寛之

    xSIG 2024 2024/08 Research paper (conference, symposium, etc.)

  13. Towards Sub-10 nm Spatial Resolution by Tender X-ray Ptychographic Coherent Diffraction Imaging

    Nozomu Ishiguro, Fusae Kaneko, Masaki Abe, Yuki Takayama, Junya Yoshida, Taiki Hoshino, Shuntaro Takazawa, Hideshi Uematsu, Yuhei Sasaki, Naru Okawa, Keichi Takahashi, Hiroyuki Takizawa, Hiroyuki Kishimoto, Yukio Takahashi

    Applied Physics Express Vol. 17 No. 5 p. 052006-1-052006-5 2024/05/07 Research paper (scientific journal)

    Publisher: IOP Publishing
  14. Clustering Based Job Runtime Prediction for Backfilling Using Classification

    Hang Cui, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    27th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP 2024) 2024/05 Research paper (international conference proceedings)

  15. Maximizing Energy Budget Utilization Based on Dynamic Power Cap Control

    Sho Ishii, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    27th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP 2024) 2024/05 Research paper (international conference proceedings)

  16. A node selection method for on-demand job execution with considering deadline constraints

    Daiki Nakai, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    27th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP 2024) 2024/05 Research paper (international conference proceedings)

  17. Combining lossy compression with multi-level caching for data staging over network

    Rei Aoyagi, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    26th Workshop on Advances in Parallel and Distributed Computational Models (APDCM) 2024/05 Research paper (international conference proceedings)

  18. XAI-Based Feature Importance Analysis on Loop Optimization

    Toshinobu Katayama, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    19th International Workshop on Automatic Performance Tuning (iWAPT) 2024/05 Research paper (international conference proceedings)

  19. AOBA: The Most Powerful Vector Supercomputer in the World

    Hiroyuki Takizawa, Keichi Takahashi, Yoichi Shimomura, Ryusuke Egawa, Kenji Oizumi, Satoshi Ono, Takeshi Yamashita, Atsuko Saito

    Sustained Simulation Performance 2022 p. 71-81 2024/03/15 Part of collection (book)

    Publisher: Springer Nature Switzerland
  20. Reuse distance-based shared LLC management mechanism for heterogeneous CPU-GPU systems

    Jiaheng Liu, Ryusuke Egawa, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    IEICE Electronics Express Vol. 21 No. 4 p. 20230520-20230520 2024/02/25 Research paper (scientific journal)

    Publisher: Institute of Electronics, Information and Communications Engineers (IEICE)
  21. Toward Scalable Empirical Dynamic Modeling

    Keichi Takahashi, Kohei Ichikawa, Gerald M. Pao

    Sustained Simulation Performance 2022 p. 61-69 2024

    Publisher: Springer Nature Switzerland
  22. Automatic Parallelization with CodeT5+: A Model for Generating OpenMP Directives

    Soratouch Pornmaneerattanatri, Keichi Takahashi, Yutaro Kashiwa, Kohei Ichikawa, Hajimu Iida

    Proceedings - 2024 IEEE International Conference on Cluster Computing Workshops, CLUSTER Workshops 2024 p. 127-135 2024 Research paper (international conference proceedings)

  23. Performance Evaluation of File-based and Memory-based Workflows on a Heterogeneous Vector System

    Yutsen Tseng, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    Vol. 2023-HPC-192(31) No. 31 p. 1-7 2023/12 Research paper (conference, symposium, etc.)

  24. Parallelizable Loop Detection using Pre-trained Transformer Models for Code Understanding

    Soratouch Pornmaneerattanatri, Keichi Takahashi, Yutaro Kashiwa, Kohei Ichikawa, Hajimu Iida

    Parallel and Distributed Computing, Applications and Technologies p. 32-42 2023/11/29 Research paper (international conference proceedings)

    Publisher: Springer Nature Singapore
  25. Multi-Objective Optimization of Controller Placement in Distributed ONOS Networks

    Xingyuan Kang, Keichi Takahashi, Chawanat Nakasan, Kohei Ichikawa, Hajimu Iida

    The Eleventh International Symposium on Computing and Networking (CANDAR 2023) 2023/11 Research paper (international conference proceedings)

  26. Performance Evaluation of a Vector Supercomputer “AOBA-S”

    Keichi Takahashi, Soya Fujimoto, Satoru Nagase, Yoko Isobe, Yoichi Shimomura, Ryusuke Egawa, Hiroyuki Takizawa

    Vol. 2023-HPC-191 No. 1 p. 1-9 2023/09 Research paper (conference, symposium, etc.)

  27. ベクトルプロセッサを用いた統計的機械学習に関する研究

    幸田涼詩, 高橋慧智, 下村陽一, 滝沢寛之

    xSIG 2023 2023/08 Research paper (conference, symposium, etc.)

  28. Comparison of Parallel STL with C/C++ GPU Programming Models

    Joanna Imada, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    Vol. 2023-HPC-190 No. 2 p. 1-7 2023/07 Research paper (conference, symposium, etc.)

  29. The Convergence of Container and Traditional Virtualization: Strengths and Limitations

    Guoqing Li, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida, Chawanat Nakasan, Pattara Leelaprute, Pree Thiengburanathum, Passakorn Phannachitta

    SN Computer Science Vol. 4 No. 4 2023/05/11 Research paper (scientific journal)

    Publisher: Springer Science and Business Media LLC
  30. Balancing exploitation and exploration in parallel Bayesian optimization under computing resource constraint

    Moto Satake, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) 2023/05 Research paper (international conference proceedings)

    Publisher: IEEE
  31. Equivalence Checking of Code Transformation by Numerical and Symbolic Approaches

    Shunpei Sugawara, Keichi Takahashi, Yoichi Shimomura, Ryusuke Egawa, Hiroyuki Takizawa

    Parallel and Distributed Computing, Applications and Technologies p. 373-386 2023/04/08 Research paper (international conference proceedings)

    Publisher: Springer Nature Switzerland
  32. Towards Priority-Flexible Task Mapping for Heterogeneous Multi-core NUMA Systems

    Yifan Jin, Mulya Agung, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    Parallel and Distributed Computing, Applications and Technologies p. 3-15 2023/04/08 Research paper (international conference proceedings)

    Publisher: Springer Nature Switzerland
  33. A Task-Parallel Runtime for Heterogeneous Multi-node Vector Systems

    Kazuki Ide, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    Parallel and Distributed Computing, Applications and Technologies p. 331-343 2023/04/08 Research paper (international conference proceedings)

    Publisher: Springer Nature Switzerland
  34. 探索と活用の調整による並列ベイズ最適化の効率化

    佐竹 望都, 高橋 慧智, 下村 陽一, 滝沢 寛之

    研究報告ハイパフォーマンスコンピューティング(HPC) Vol. 2023-HPC-188 No. 33 p. 1-8 2023/03 Research paper (conference, symposium, etc.)

  35. Xevolver for Performance Tuning of C Programs

    Hiroyuki Takizawa, Shunpei Sugawara, Yoichi Shimomura, Keichi Takahashi, Ryusuke Egawa

    Sustained Simulation Performance 2021 p. 85-93 2023/02/18 Part of collection (book)

    Publisher: Springer International Publishing
  36. Evaluation of a load balancing method considering inter-site latency

    Kyoya MURAKAM, Keichi TAKAHASHI, Kohei ICHIKAWA, Hajimu IIDA†

    2023/02 Research paper (conference, symposium, etc.)

  37. Prototype of a Batched Quantum Circuit Simulator for the Vector Engine.

    Keichi Takahashi, Toshio Mori, Hiroyuki Takizawa

    SC Workshops p. 1499-1505 2023 Research paper (international conference proceedings)

  38. Efficient Pause Location Prediction Using Quantum Annealing Simulations and Machine Learning.

    Michael R. Zielewski, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    IEEE Access Vol. 11 p. 104285-104294 2023 Research paper (scientific journal)

  39. Scalable Empirical Dynamic Modeling With Parallel Computing and Approximate k-NN Search.

    Keichi Takahashi, Kohei Ichikawa, Joseph Park, Gerald M. Pao

    IEEE Access Vol. 11 p. 68171-68183 2023 Research paper (scientific journal)

  40. Toward Predictive Modeling of Solar Power Generation for Multiple Power Plants

    Thonglek, K., Ichikawa, K., Takahashi, K., Nakasan, C., Yuasa, K., Babasaki, T., Iida, H.

    IEICE Transactions on Communications Vol. E106.B No. 7 2023 Research paper (scientific journal)

  41. Performance Evaluation of a Next-Generation SX-Aurora TSUBASA Vector Supercomputer

    Keichi Takahashi, Soya Fujimoto, Satoru Nagase, Yoko Isobe, Yoichi Shimomura, Ryusuke Egawa, Hiroyuki Takizawa

    ISC 2023 p. 359-378 2023 Research paper (international conference proceedings)

  42. A Real-time Flood Inundation Prediction on SX-Aurora TSUBASA

    Yoichi Shimomura, Akihiro Musa, Yoshihiko Sato, Atsuhiko Konja, Guoqing Cui, Rei Aoyagi, Keichi Takahashi, Hiroyuki Takizawa

    29th International Conference on High Performance Computing, Data, and Analytics (HiPC) 2022/12 Research paper (international conference proceedings)

  43. 蓄電システムのロバスト制御によるマルチユース実証試験 ~ 需要・発電予測精度評価 ~

    植嶋美喜, 湯淺一史, 竹内義晴, 馬場﨑忠利, Kundjanasith Thonglek, 市川昊平, 高橋慧智

    信学技報 Vol. 122 No. 201 p. 21-24 2022/10

  44. 機械学習に基づくジョブスケジューリングのためのGANによるデータ拡張

    石井 翔, 高橋 慧智, 下村 陽一, 滝沢 寛之

    研究報告ハイパフォーマンスコンピューティング(HPC) Vol. 2022-HPC-185 No. 15 p. 1-8 2022/07 Research paper (conference, symposium, etc.)

  45. 計算特性に着目した実行時間予測に基づくリアルタイム洪水シミュレーションの動的資源割当

    青柳 嶺, 高橋 慧智, 下村 陽一, 滝沢 寛之

    研究報告ハイパフォーマンスコンピューティング(HPC) Vol. 2022-HPC-185 No. 27 p. 1-9 2022/07 Research paper (conference, symposium, etc.)

  46. Opimon: A Transparent, Low-overhead Monitoring System for OpenFlow Networks

    Wassapon WATANAKEESUNTORN, Keichi TAKAHASHI, Chawanat NAKASAN, Kohei ICHIKAWA, Hajimu IIDA

    IEICE Transactions on Communications Vol. E105-B No. 4 p. 485-493 2022/04 Research paper (scientific journal)

    Publisher: Institute of Electronics, Information and Communications Engineers (IEICE)
  47. A Cost Model for Compilers Based on Transfer Learning.

    Yuta Sasaki, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    IPDPS Workshops p. 942-951 2022 Research paper (international conference proceedings)

  48. Automated selection of build configuration based on machine learning.

    Reo Furuhata, Minglu Zhao, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    IPDPS Workshops p. 934-941 2022 Research paper (international conference proceedings)

  49. Sparse Communication for Federated Learning.

    Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Pattara Leelaprute, Hajimu Iida

    ICFEC p. 1-8 2022 Research paper (international conference proceedings)

  50. Automated Quantization and Retraining for Neural Network Models Without Labeled Data.

    Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Hidemoto Nakada, Ryousei Takano, Pattara Leelaprute, Hajimu Iida

    IEEE Access Vol. 10 p. 73818-73834 2022 Research paper (scientific journal)

  51. Acar: An application-aware network routing system using SRv6.

    Tomoki Sugiura, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida

    CCNC p. 751-752 2022 Research paper (international conference proceedings)

  52. Difficulty of detecting overstated dataset size in Federated Learning

    Hideaki Takahashi, Kohei Ichikawa, Keichi Takahashi

    Vol. 2021-DPS-189 No. 10 2021/12 Research paper (conference, symposium, etc.)

  53. Enhancing the Prediction Accuracy of Solar Power Generation using a Generative Adversarial Network

    Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Chawanat Nakasan, Kazufumi Yuasa, Tadatoshi Babasaki, Hajimu Iida

    IEEE Green Energy and Smart Systems Conference (IGESSC) 2021/11 Research paper (international conference proceedings)

    Publisher: IEEE
  54. kEDM: A Performance-portable Implementation of Empirical Dynamic Modeling using Kokkos

    Keichi Takahashi, Wassapon Watanakeesuntorn, Kohei Ichikawa, Joseph Park, Ryousei Takano, Jason Haga, George Sugihara, Gerald M. Pao

    Practice & Experience in Advanced Research Computing (PEARC 2021) p. 8-8 2021/07 Research paper (international conference proceedings)

    Publisher: ACM
  55. SRv6を用いたアプリケーションの特性を考慮した通信経路制御手法

    杉浦智基, 高橋慧智, 市川昊平, 飯田元

    研究報告インターネットと運用技術(IOT) Vol. 2021-IOT-53 No. 18 2021/05 Research paper (conference, symposium, etc.)

  56. Comparative Performance Study of Lightweight Hypervisors Used in Container Environment

    Guoqing Li, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida, Pree Thiengburanathum, Passakorn Phannachitta

    Proceedings of the 11th International Conference on Cloud Computing and Services Science p. 215-223 2021/04 Research paper (international conference proceedings)

    Publisher: SCITEPRESS - Science and Technology Publications
  57. A codesign framework for online data analysis and reduction

    Kshitij Mehta, Bryce Allen, Matthew Wolf, Jeremy Logan, Eric Suchyta, Swati Singhal, Jong Y. Choi, Keichi Takahashi, Kevin Huck, Igor Yakushin, Alan Sussman, Todd Munson, Ian Foster, Scott Klasky

    Concurrency and Computation: Practice and Experience 2021 Research paper (international conference proceedings)

  58. Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution

    Wassapon Watanakeesuntorn, Keichi Takahashi, Kohei Ichikawa, Joseph Park, George Sugihara, Ryousei Takano, Jason Haga, Gerald M. Pao

    2020 IEEE 26th International Conference on Parallel and Distributed Systems (ICPADS) p. 196-205 2020/12 Research paper (international conference proceedings)

  59. Federated Learning of Neural Network Models with Heterogeneous Structures

    Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida, Chawanat Nakasan

    2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) p. 735-740 2020/12 Research paper (international conference proceedings)

    Publisher: IEEE
  60. 共有型IoT資源利用アプリケーションのためのデータフロープログラミング

    村木 暢哉, 木戸 善之, 高橋 慧智, 山田 拓哉, 伊達 進, 梅谷 麗, 石橋 靖嗣, 下條 真司

    研究報告システムソフトウェアとオペレーティング・システム(OS) Vol. 2020-OS-150 No. 5 2020/07 Research paper (conference, symposium, etc.)

  61. Retraining Quantized Neural Network Models with Unlabeled Data

    Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Hidemoto Nakada, Ryousei Takano, Hajimu Iida

    2020 International Joint Conference on Neural Networks (IJCNN) 2020/07 Research paper (international conference proceedings)

    Publisher: IEEE
  62. ADIOS 2: The Adaptable Input Output System. A framework for high-performance data management

    William F. Godoy, Norbert Podhorszki, Ruonan Wang, Chuck Atkins, Greg Eisenhauer, Junmin Gu, Philip Davis, Jong Choi, Kai Germaschewski, Kevin Huck, Axel Huebl, Mark Kim, James Kress, Tahsin Kurc, Qing Liu, Jeremy Logan, Kshitij Mehta, George Ostrouchov, Manish Parashar, Franz Poeschel, David Pugmire, Eric Suchyta, Keichi Takahashi, Nick Thompson, Seiji Tsutsumi, Lipeng Wan, Matthew Wolf, Kesheng Wu, Scott Klasky

    SoftwareX Vol. 12 p. 100561-100561 2020/07 Research paper (scientific journal)

    Publisher: Elsevier {BV}
  63. Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution.

    Wassapon Watanakeesuntorn, Keichi Takahashi, Kohei Ichikawa, Joseph Park, George Sugihara, Ryousei Takano, Jason Haga, Gerald M. Pao

    CoRR Vol. abs/2011.11082 2020 Research paper (scientific journal)

  64. Integrating SDN-Enhanced MPI with Job Scheduler to Support Shared Clusters

    Keichi Takahashi, Susumu Date, Yasuhiro Watashiba, Yoshiyuki Kido, Shinji Shimojo

    Sustained Simulation Performance 2018 and 2019 p. 149-159 2020 Part of collection (book)

    Publisher: Springer International Publishing
  65. In Situ/In Transitアプローチを用いた大規模数値解析におけるポスト処理効率化

    堤誠司, 藤田直行, 伊藤浩之, 大日向大地, 井上敬介, 松村洋祐, 高橋慧智, Greg Eisenhauer, Norbert Podhorszki, Scott Klasky

    第33回数値流体力学シンポジウム 2019/11

  66. Improving Resource Utilization in Data Centers using an LSTM-based Prediction Model.

    Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Hajimu Iida, Chawanat Nakasan

    Workshop on Monitoring and Analysis for High Performance Computing Systems Plus Applications, HPCMASPA 2019 p. 1-8 2019 Research paper (international conference proceedings)

    Publisher: IEEE
  67. A Codesign Framework for Online Data Analysis and Reduction.

    Kshitij Mehta, Ian T. Foster, Scott Klasky, Bryce Allen, Matthew Wolf, Jeremy Logan, Eric Suchyta, Jong Choi, Keichi Takahashi, Igor Yakushin, Todd Munson

    Workflows in Support of Large-Scale Science, WORKS 2019 p. 11-20 2019 Research paper (international conference proceedings)

    Publisher: IEEE
  68. 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

    森本 弘明, 高橋 慧智, 山田 拓哉, 木戸 善之, 伊達 進, 下條 真司

    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 (DSW2018) 2018/12 Research paper (conference, symposium, etc.)

  69. 医療応用を考慮した動的構成変更可能計算機クラスタの検討

    三澤 明寛, 高橋 慧智, 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

    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 (DSW2018) 2018/12 Research paper (conference, symposium, etc.)

  70. Towards Connected-HPC

    Hiroaki Morimoto, Takuya Yamada, Keichi Takahashi, Yoshiyuki Kido, Susumu Date, Shinji Shimojo

    SEAIP2018 2018/11

  71. A Traffic Simulator with Intra-node Parallelism for Designing High-performance Interconnects.

    Yohei Takigawa, Keichi Takahashi, Susumu Date, Yoshiyuki Kido, Shinji Shimojo

    2018 International Conference on High Performance Computing & Simulation, HPCS 2018, Orleans, France, July 16-20, 2018 p. 445-451 2018 Research paper (international conference proceedings)

    Publisher: IEEE
  72. UnisonFlow: A Software-Defined Coordination Mechanism for Message-Passing Communication and Computation.

    Keichi Takahashi, Susumu Date, Dashdavaa Khureltulga, Yoshiyuki Kido, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo

    IEEE Access Vol. 6 p. 23372-23382 2018 Research paper (scientific journal)

    Publisher: Institute of Electrical and Electronics Engineers Inc.
  73. SDNを用いた高機能なインターコネクトの実現

    森本弘明, Dashdavaa Khureltulga, 高橋慧智, 木戸善之, 伊達進, 下條真司

    第15回 ディペンダブルシステムワークショップ (DSW 2017) 2017/12 Research paper (other academic)

  74. Design and Implementation of SDN-enhanced MPI Broadcast Targeting a Fat-Tree Interconnect.

    Hiroaki Morimoto, Khureltulga Dashdavaa, Keichi Takahashi, Yoshiyuki Kido, Susumu Date, Shinji Shimojo

    2017 International Conference on High Performance Computing & Simulation (HPCS) p. 252-258 2017 Research paper (international conference proceedings)

    Publisher: IEEE
  75. PFAnalyzer: A Toolset for Analyzing Application-Aware Dynamic Interconnects.

    Keichi Takahashi, Susumu Date, Dashdavaa Khureltulga, Yoshiyuki Kido, Shinji Shimojo

    2017 IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING (CLUSTER) p. 789-796 2017 Research paper (international conference proceedings)

  76. Dynamic Reconfiguration of Computer Platforms at the Hardware Device Level for High Performance Computing Infrastructure as a Service.

    Akihiro Misawa, Susumu Date, Keichi Takahashi, Takashi Yoshikawa, Masahiko Takahashi, Masaki Kan, Yasuhiro Watashiba, Yoshiyuki Kido, Chonho Lee, Shinji Shimojo

    Cloud Computing and Service Science - 7th International Conference, CLOSER 2017, Porto, Portugal, April 24-26, 2017, Revised Selected Papers p. 177-199 2017 Research paper (international conference proceedings)

    Publisher: Springer
  77. Highly Reconfigurable Computing Platform for High Performance Computing Infrastructure as a Service: Hi-IaaS.

    Akihiro Misawa, Susumu Date, Keichi Takahashi, Takashi Yoshikawa, Masahiko Takahashi, Masaki Kan, Yasuhiro Watashiba, Yoshiyuki Kido, Chonho Lee, Shinji Shimojo

    CLOSER 2017 - Proceedings of the 7th International Conference on Cloud Computing and Services Science, Porto, Portugal, April 24-26, 2017. p. 135-146 2017 Research paper (international conference proceedings)

    Publisher: SciTePress
  78. MPI通信パターンに基づくSDN制御を高速化するカーネルモジュールの試作と評価

    高橋慧智, Khureltulga Dashdavaa, 木戸善之, 伊達進, 下條真司

    情報処理学会研究報告 Vol. 2016-OS-137 No. 13 2016/05 Research paper (other academic)

  79. Network Access Control Towards Fully-Controlled Cloud Infrastructure.

    Takuya Yamada, Keichi Takahashi, Masaya Muraki, Susumu Date, Shinji Shimojo

    2016 8TH IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM 2016) p. 452-455 2016 Research paper (international conference proceedings)

  80. Toward Flexible Supercomputing and Visualization System

    Keichi Takahashi

    Sustained Simulation Performance 2015 p. 77-93 2015 Research paper (scientific journal)

  81. Design and implementation of control sequence generator for SDN-enhanced MPI.

    Baatarsuren Munkhdorj, Keichi Takahashi, Dashdavaa Khureltulga, Yasuhiro Watashiba, Yoshiyuki Kido, Susumu Date, Shinji Shimojo

    Proceedings of NDM 2015: 5th International Workshop on Network-Aware Data Management - Held in conjunction with SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis p. 4-9 2015 Research paper (international conference proceedings)

    Publisher: Association for Computing Machinery, Inc
  82. MPI_Reduce algorithm for OpenFlow-enabled network.

    Pisit Makpaisit, Kohei Ichikawa, Putchong Uthayopas, Susumu Date, Keichi Takahashi, Dashdavaa Khureltulga

    2015 15TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES (ISCIT) p. 261-264 2015 Research paper (international conference proceedings)

  83. An Empirical Study of SDN-accelerated HPC Infrastructure for Scientific Research.

    Susumu Date, Hirotake Abe, Dashdavaa Khureltulga, Keichi Takahashi, Yoshiyuki Kido, Yasuhiro Watashiba, Pongsakorn U.-Chupala, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo

    2015 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING RESEARCH AND INNOVATION (ICCCRI) p. 89-96 2015 Research paper (international conference proceedings)

  84. Concept and Design of SDN-Enhanced MPI Framework.

    Keichi Takahashi, Dashdavaa Khureltulga, Baatarsuren Munkhdorj, Yoshiyuki Kido, Susumu Date, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo

    2015 FOURTH EUROPEAN WORKSHOP ON SOFTWARE DEFINED NETWORKS - EWSDN 2015 p. 109-110 2015 Research paper (international conference proceedings)

  85. Performance evaluation of SDN-enhanced MPI allreduce on a cluster system with fat-tree interconnect.

    Keichi Takahashi, Dashdavaa Khureltulga, Yasuhiro Watashiba, Yoshiyuki Kido, Susumu Date, Shinji Shimojo

    2014 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING & SIMULATION (HPCS) p. 784-792 2014 Research paper (international conference proceedings)

Misc. 6

  1. 高速化推進研究活動報告

    高橋慧智, 滝沢寛之, 下村陽一

    高速化推進研究活動報告第8号 p. 2-7 2024/02 Article, review, commentary, editorial, etc. (bulletin of university, research institution)

  2. 第36回高性能シミュレーションに関するワークショップ(WSSP36)開催報告

    高橋慧智

    大規模科学計算システム広報 SENAC Vol. 57 No. 1 2024/01 Meeting report

  3. SC23出展・参加報告

    高橋慧智

    大規模科学計算システム広報 SENAC Vol. 57 No. 1 p. 45-46 2024/01 Meeting report

  4. 新スーパーコンピュータ「AOBA-1.5」導入披露式典開催報告

    高橋慧智

    大規模科学計算システム広報 SENAC Vol. 56 No. 4 p. 75-76 2023/10 Meeting report

  5. JHPCN学際大規模情報基盤共同利用・共同研究拠点第15回シンポジウム報告

    高橋慧智

    大規模科学計算システム広報SENAC Vol. 56 No. 3 p. 32-32 2023/07 Meeting report

  6. サブシステムAOBA-A におけるTensorFlowの利用方法

    高橋慧智

    大規模科学計算システム広報SENAC Vol. 55 No. 3 p. 2-4 2022/07 Article, review, commentary, editorial, etc. (bulletin of university, research institution)

Presentations 17

  1. Fostering data-centric research in Japan: Design of the mdx II cloud platform

    Tomonori Hayami, Keichi Takahashi, Yu Mukaizono, Yuki Teramae, Susumu Date

    Supercomputing Asia (SCA 2025) 2025/03

  2. DDoS Attack Detection with Time-Series Predictions Using Empirical Dynamic Modeling

    Wassapon Watanakeesuntorn, Keichi Takahashi, Junya Yamamoto, Kohei Taniguchi, Hirotake Abe, Arata Endo, Chonho Lee, Susumu Date

    Supercomputing Asia (SCA 2025) 2025/03

  3. An API remoting system for accessing large-scale array data on-demand

    Keichi Takahashi

    Supercomputing Asia (SCA 2025) 2025/03

  4. Toward Predictive Modeling of Solar Power Generation for Multiple Power Plants

    Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Chawanat Nakasan, Kazufumi Yuasa, Tadatoshi Babasaki, Hajimu Iida

    5th IEICE-CS International Conference on Emerging Technologies for Communications (ICETC) 2024/11/27

  5. ExpressHPC: Towards "Connected Supercomputing" Enabling On-Demand Job Execution for Disaster Resilience

    Hiroyuki Takizawa, Tatsuyoshi Ohmura, Keichi Takahashi, Yoichi Shimomura, Ryusuke Egawa, Yoshihiko Sato, Akihiro Musa, Shunichi Koshimura

    Fourth Combined Workshop on Interactive and Urgent HPC 2024/11/22

  6. Clustering Based Job Runtime Prediction for Backfilling Using Classification

    Hang Cui, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    HPC Asia 2024

  7. Using lossy compression for interactive analysis over network

    Rei Aoyagi, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    HPC Asia 2024

  8. Calibrating Simulations of Quantum Annealers for Predictive Models

    Michael Zielewski, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    HPC Asia 2024

  9. A Power Management Method to Improve Energy Budget Utilization

    Sho Ishii, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    HPC Asia 2024

  10. A Proposal of Automatic Parallelization using Transformer-based Large Language Models

    Soratouch Pornmaneerattanatri, Keichi Takahashi, Yutaro Kashiwa, Kohei Ichikawa, Hajimu Iida

    HPC Asia 2024

  11. An energy-aware job scheduling method supporting on-demand job execution

    Daiki Nakai, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa

    HPC Asia 2024

  12. Implementation and Application of High-Performance Empirical Dynamic Modeling

    高橋慧智

    学際大規模情報基盤共同利用・共同研究拠点 第15回 シンポジウム 2023/07/07

  13. Challenges in Scaling Empirical Dynamic Modeling

    Keichi Takahashi

    34th Workshop on Sustained Simulation Performance (WSSP34) 2022/10/25

  14. Accelerating Empirical Dynamic Modeling using High Performance Computing

    Keichi Takahashi

    University of Melbourne Quantitative Research Methods Network (QMNET) 2021/08/20

  15. An MPI Framework for HPC Clusters Deployed with Software-Defined Networking

    Keichi Takahashi

    27th Workshop on Sustained Simulation Performance (WSSP27) 2018/03

  16. Towards Realizing a Dynamic and MPI Application-aware Interconnect with SDN

    Keichi Takahashi

    26th Workshop on Sustained Simulation Performance (WSSP26) 2017/10

  17. Control Sequence Generator for Generic SDN-­enhanced MPI Framework

    Keichi Takahashi

    28th Pacific Rim Application and Grid Middleware Assembly (PRAGMA 28) 2015/04

Works 4

  1. kEDM

    Keichi Takahashi

    2021/07 - Present

  2. mpEDM

    Keichi Takahashi, Wassapon Watanakeesuntorn, Kohei Ichikawa

    2020/11 - 2023/04

  3. ミニ・スーパコンピュータを自作しよう!

    高橋慧智

    2019/08 - 2021/10

  4. veqsim

    Keichi Takahashi

    2023/07 -

Media Coverage 1

  1. テンダーX線タイコグラフィで世界最高の空間分解能を達成 -3GeV高輝度放射光施設NanoTerasuを用いた初の学術論文-

    東北大学

    2024/05