- 
          
            Exploring Diverse Cloud Bursting Policies Using Pareto Conditioned Networks
            
            
            
            
            
            
          
          
            Yoshiki Noguchi, Chonho Lee, Keichi Takahashi, Susumu Date
          
          
            17th International Workshop on Parallel and Distributed Algorithms and Applications (PDAA) 2025/11 Research paper (international conference proceedings)
          
          
          
            
            
              
        
 
         
        
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            Developing an End‐to‐End 3D X‐Ray Ptychography Workflow Using Surrogate Models
            
            
            
            
            
            
          
          
            Ryota Koda, Keichi Takahashi, Hiroyuki Takizawa, Nozomu Ishiguro, Yukio Takahashi
          
          
            Concurrency and Computation: Practice and Experience Vol. 37 No. 25-26 2025/10/02 Research paper (scientific journal)
          
          
          Publisher: Wiley 
           
         
        
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            Toward Automatic Parallelization: Detecting Parallelizable Loop using Large Language Modeling
            
            
            
            
            
            
          
          
            Soratouch Pornmaneerattanatri, Keichi Takahashi, Yutaro Kashiwa, Kohei Ichikawa, Hajimu Iida
          
          
            Journal of Information Processing Systems Vol. 21 No. 3 p. 271-283 2025/06 Research paper (scientific journal)
          
          
           
         
        
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            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 
           
         
        
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            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)
          
          
           
         
        
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            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 
           
         
        
        - 
          
            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 
           
         
        
        - 
          
            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)
          
          
           
         
        
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            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 
           
         
        
        - 
          
            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 
           
         
        
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            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 
           
         
        
        - 
          
            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 
           
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
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            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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 
           
         
        
        - 
          
            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)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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 
           
         
        
        - 
          
            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) 
           
         
        
        - 
          
            Toward Scalable Empirical Dynamic Modeling
            
            
            
            
          
          
            Keichi Takahashi, Kohei Ichikawa, Gerald M. Pao
          
          
            Sustained Simulation Performance 2022 p. 61-69 2024
          
          
          Publisher: Springer Nature Switzerland 
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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 
           
         
        
        - 
          
            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)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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 
           
         
        
        - 
          
            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 
           
         
        
        - 
          
            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 
           
         
        
        - 
          
            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 
           
         
        
        - 
          
            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 
           
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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 
           
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
          
            
            
              
        
 
         
        
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            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
          
          
          
            
            
              
        
 
         
        
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            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.)
          
          
          
            
            
              
        
 
         
        
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            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.)
          
          
          
            
            
              
        
 
         
        
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            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) 
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
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            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 
           
         
        
        - 
          
            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 
           
         
        
        - 
          
            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.)
          
          
          
            
            
              
        
 
         
        
        - 
          
            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 
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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)
          
          
           
         
        
        - 
          
            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 
           
         
        
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            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.)
          
          
          
            
            
              
        
 
         
        
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            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 
           
         
        
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            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} 
           
         
        
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            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)
          
          
          
            
            
              
        
 
         
        
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            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 
           
         
        
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            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
          
          
          
            
            
              
        
 
         
        
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            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 
           
         
        
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            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 
           
         
        
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            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.)
          
          
          
            
            
              
        
 
         
        
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            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.)
          
          
          
            
            
              
        
 
         
        
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            Towards Connected-HPC
            
            
            
            
          
          
            Hiroaki Morimoto, Takuya Yamada, Keichi Takahashi, Yoshiyuki Kido, Susumu Date, Shinji Shimojo
          
          
            SEAIP2018 2018/11
          
          
          
            
            
              
        
 
         
        
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            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 
           
         
        
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            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. 
           
         
        
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            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)
          
          
          
            
            
              
        
 
         
        
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            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 
           
         
        
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            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)
          
          
           
         
        
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            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 
           
         
        
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            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 
           
         
        
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            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)
          
          
          
            
            
              
        
 
         
        
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            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)
          
          
           
         
        
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            Toward Flexible Supercomputing and Visualization System
            
            
            
            
            
            
          
          
            Keichi Takahashi
          
          
            Sustained Simulation Performance 2015 p. 77-93 2015 Research paper (scientific journal)
          
          
           
         
        
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            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 
           
         
        
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            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)
          
          
           
         
        
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            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)
          
          
           
         
        
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            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)
          
          
           
         
        
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            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)