研究概要

主要論文

• 1. Ryubu Hosoki, Kento Sato, Toshio Endo, Julien Bigot, Edouard Audit
  "An Optimization Technique for Hiding Communication Costs in 3D Parallelism"
  In the proceedings of The IEEE International Symposium on Cluster, Cloud, and Internet Computing (CCGrid 2025), May, 2025
• 2. Xiang Fu, Shiman Meng, Weiping Zhang, Luanzheng Guo, Kento Sato, Dong H. Ahn, Ignacio Laguna, Gregory L. Lee, Martin Schulz
  "Distributed Order Recording Techniques for Efficient Record-and-Replay of Multi-threaded Programs"
  IEEE Cluster 2024, Kobe, Hyogo, Japan
• 3. Ana Luisa Veroneze Solorzano, Kento Sato, Devesh Tiwari, Keiji Yamamoto, Jim Brandt, Benjamin Schwaller, Sara Petra Walton, Jennifer Green, Fumiyoshi Shoji
  "Toward Sustainable HPC: In-Production Deployment of Incentive-Based Power Efficiency Mechanism on the Fugaku Supercomputer"
  SC ’24: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, Atlanta, GA, USA.
• 4. Taiyu Wang, Qinglin Yang, Kaiming Zhu, Junbo Wang, Chunhua Su, Kento Sato
  "LDS-FL: Loss Differential Strategy based Federated Learning for Privacy Preserving"
  IEEE Transactions on Information Forensics and Security, doi: 10.1109/TIFS.2023.3322328. ,2023
• 5. Xiang Fu, Weiping Zhang, Xin Huang, Wubiao Xu, Shiman Meng, Luanzheng Guo, Kento Sato
  "AutoCheck: Automatically Identifying Variables for Checkpointing by Data Dependency Analysis"
  SC ’24: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, Atlanta, GA, USA.
• 6. Satoru Hamamoto, Masaki Oura, Atsuomi Shundo, Daisuke Kawaguchi, SatoruYamamoto, Hidekazu Takano, Masayuki Uesugi, Akihisa Takeuchi, Takahiro Iwai, Yasuo Seto, Yasumasa Joti, Kento Sato, Keiji Tanaka & Takaki Hatsui
  "Demonstration of efficient transfer learning in segmentation problem in synchrotron radiation X-ray CT data for epoxy resin"
  Science and Technology of Advanced Materials: Methods, DOI: 10.1080/27660400.2023.2270529, 2023
• 7. Takahiro Hirofuchi, Takaaki Fukai, Akram Ben Ahmed, Ryousei Takano and Kento Sato
  "METICULOUS: An FPGA-based Main Memory Emulator for System Software Studies"
  Sep., 2023, arXiv:2309.06565
• 8. Akihiro Tabuchi, Koichi Shirahata, Masafumi Yamazaki, Akihiko Kasagi, Takumi Honda, Kouji Kurihara, Kentaro Kawakami, Tsuguchika Tabaru, Naoto Fukumoto, Akiyoshi Kuroda, Takaaki Fukai and Kento Sato
  "The 16,384-node Parallelism of 3D-CNN Training on An Arm CPU based Supercomputer"
  28th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC2021), Nov, 2021
• 9. Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey Fox, David Kanter, Thorsten Kurth, Peter Mattson, Dawei Mu, Amit Ruhela, Kento Sato,,Koichi Shirahata, Tsuguchika Tabaru, Aristeidis Tsaris, Jan Balewski, Ben Cumming, Takumi Danjo, Jens Domke, Takaaki Fukai, Naoto Fukumoto, Tatsuya Fukushi, Balazs Gerofi, Takumi Honda, Toshiyuki Imamura, Akihiko Kasagi, Kentaro Kawakami, Shuhei Kudo, Akiyoshi Kuroda, Maxime Martinasso, Satoshi Matsuoka, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin and Henrique Mendonca
  "MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems"
  The Workshop on Machine Learning in High Performance Computing Environments (MLHPC) 2021 in conjunction with SC21, Nov, 2021
• 10. Rupak Roy, Kento Sato, Subhadeep Bhattacharya, Xingang Fang, Yasumasa Joti, Takaki Hatsui, Toshiyuki Hiraki, Jian Guo and Weikuan Yu
  "Compression of Time Evolutionary Image Data through Predictive Deep Neural Networks"
  In the proceedings of the 21 IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2021), May, 2021

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