Kento Sato

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 30

Top Topics

Machine Learning

Situation Aware

Top Venues

IPDPS Workshops

Publications

Steven Wei Der Chien, Kento Sato, Artur Podobas, Niclas Jansson, Stefano Markidis, Michio Honda
Accelerating Scientific Application through Transparent I/O Interposition. CoRR (2024)
Taiyu Wang, Qinglin Yang, Kaiming Zhu, Junbo Wang, Chunhua Su, Kento Sato
LDS-FL: Loss Differential Strategy Based Federated Learning for Privacy Preserving. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Xiang Fu, Xin Huang, Wubiao Xu, Weiping Zhang, Shiman Meng, Luanzheng Guo, Kento Sato
Benchmarking Variables for Checkpointing in HPC Applications. IPDPS (Workshops) (2024)
Xi Zhu, Junbo Wang, Wuhui Chen, Kento Sato
Model compression and privacy preserving framework for federated learning. Future Gener. Comput. Syst. 140 (2023)
Andrès Rubio Proaño, Kento Sato
Understanding Power Consumption Metric on Heterogeneous Memory Systems. ICPADS (2023)
Amitangshu Pal, Junbo Wang, Yilang Wu, Krishna Kant, Zhi Liu, Kento Sato
Social Media Driven Big Data Analysis for Disaster Situation Awareness: A Tutorial. IEEE Trans. Big Data 9 (1) (2023)
Steven Wei Der Chien, Kento Sato, Artur Podobas, Niclas Jansson, Stefano Markidis, Michio Honda
Improving Cloud Storage Network Bandwidth Utilization of Scientific Applications. APNet (2023)
Xiang Fu, Hao Tang, Huimin Liao, Xin Huang, Wubiao Xu, Shiman Meng, Weiping Zhang, Luanzheng Guo, Kento Sato
A High-dimensional Algorithm-Based Fault Tolerance Scheme. IPDPS Workshops (2023)
Takahiro Hirofuchi, Takaaki Fukai, Akram Ben Ahmed, Ryousei Takano, Kento Sato
METICULOUS: An FPGA-based Main Memory Emulator for System Software Studies. CoRR (2023)
Takaaki Fukai, Kento Sato, Takahiro Hirofuchi
Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning. CoRR (2023)
Takaaki Fukai, Kento Sato, Takahiro Hirofuchi
Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning. PDCAT (2022)
Alexandru Costan, Bogdan Nicolae, Kento Sato
FlexScience'22: 12th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures. HPDC (2022)
Feiyuan Liang, Qinglin Yang, Ruiqi Liu, Junbo Wang, Kento Sato, Jian Guo
Semi-Synchronous Federated Learning Protocol With Dynamic Aggregation in Internet of Vehicles. IEEE Trans. Veh. Technol. 71 (5) (2022)
Martin Schulz, Kento Sato
Guest Editorial: Special Issue on Computing Frontiers. J. Signal Process. Syst. 93 (4) (2021)
Rupak Roy, Kento Sato, Subhadeep Bhattacharya, Xingang Fang, Yasumasa Joti, Takaki Hatsui, Toshiyuki Nishiyama Hiraki, Jian Guo, Weikuan Yu
Compression of Time Evolutionary Image Data through Predictive Deep Neural Networks. CCGRID (2021)
Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. 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, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. MLHPC@SC (2021)
Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. 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, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. CoRR (2021)
Akihiro Tabuchi, Koichi Shirahata, Masafumi Yamazaki, Akihiko Kasagi, Takumi Honda, Kouji Kurihara, Kentaro Kawakami, Tsuguchika Tabaru, Naoto Fukumoto, Akiyoshi Kuroda, Takaaki Fukai, Kento Sato
The 16, 384-node Parallelism of 3D-CNN Training on An Arm CPU based Supercomputer. HiPC (2021)
Tonmoy Dey, Kento Sato, Bogdan Nicolae, Jian Guo, Jens Domke, Weikuan Yu, Franck Cappello, Kathryn Mohror
Optimizing Asynchronous Multi-Level Checkpoint/Restart Configurations with Machine Learning. IPDPS Workshops (2020)
Kento Sato, Ignacio Laguna, Gregory L. Lee, Martin Schulz, Christopher M. Chambreau, Simone Atzeni, Michael Bentley, Ganesh Gopalakrishnan, Zvonimir Rakamaric, Geof Sawaya, Joachim Protze, Dong H. Ahn
Pruners. Int. J. High Perform. Comput. Appl. 33 (5) (2019)
Dylan Chapp, Danny Rorabaugh, Kento Sato, Dong H. Ahn, Michela Taufer
A three-phase workflow for general and expressive representations of nondeterminism in HPC applications. Int. J. High Perform. Comput. Appl. 33 (6) (2019)
Yue Zhu, Fahim Chowdhury, Huansong Fu, Adam Moody, Kathryn Mohror, Kento Sato, Weikuan Yu
Entropy-Aware I/O Pipelining for Large-Scale Deep Learning on HPC Systems. MASCOTS (2018)
Yue Zhu, Teng Wang, Kathryn Mohror, Adam Moody, Kento Sato, Muhib Khan, Weikuan Yu
Direct-FUSE: Removing the Middleman for High-Performance FUSE File System Support. ROSS@HPDC (2018)
Dylan Chapp, Kento Sato, Dong H. Ahn, Michela Taufer
Record-and-Replay Techniques for HPC Systems: A Survey. Supercomput. Front. Innov. 5 (1) (2018)
Tianqi Xu, Kento Sato, Satoshi Matsuoka
Explorations of Data Swapping on Burst Buffer. ICPADS (2018)
Teng Wang, Adam Moody, Yue Zhu, Kathryn Mohror, Kento Sato, Tanzima Z. Islam, Weikuan Yu
MetaKV: A Key-Value Store for Metadata Management of Distributed Burst Buffers. IPDPS (2017)
Kevin A. Brown, Tianqi Xu, Keita Iwabuchi, Kento Sato, Adam Moody, Kathryn Mohror, Nikhil Jain, Abhinav Bhatele, Martin Schulz, Roger A. Pearce, Maya B. Gokhale, Satoshi Matsuoka
Accelerating Big Data Infrastructure and Applications (Ongoing Collaboration). ICDCS Workshops (2017)
Kento Sato, Dong H. Ahn, Ignacio Laguna, Gregory L. Lee, Martin Schulz, Christopher M. Chambreau
Noise Injection Techniques to Expose Subtle and Unintended Message Races. PPOPP (2017)
Tianqi Xu, Kento Sato, Satoshi Matsuoka
CloudBB: Scalable I/O Accelerator for Shared Cloud Storage. ICPADS (2016)
Teng Wang, Kathryn Mohror, Adam Moody, Kento Sato, Weikuan Yu
An ephemeral burst-buffer file system for scientific applications. SC (2016)
Naoto Sasaki, Kento Sato, Toshio Endo, Satoshi Matsuoka
Exploration of Lossy Compression for Application-Level Checkpoint/Restart. IPDPS (2015)
Moshe Gabel, Kento Sato, Daniel Keren, Satoshi Matsuoka, Assaf Schuster
Latent Fault Detection With Unbalanced Workloads. EDBT/ICDT Workshops (2015)
Kento Sato, Dong H. Ahn, Ignacio Laguna, Gregory L. Lee, Martin Schulz
Clock delta compression for scalable order-replay of non-deterministic parallel applications. SC (2015)
Kento Sato, Adam Moody, Kathryn Mohror, Todd Gamblin, Bronis R. de Supinski, Naoya Maruyama, Satoshi Matsuoka
FMI: Fault Tolerant Messaging Interface for Fast and Transparent Recovery. IPDPS (2014)
Kento Sato, Kathryn Mohror, Adam Moody, Todd Gamblin, Bronis R. de Supinski, Naoya Maruyama, Satoshi Matsuoka
A User-Level InfiniBand-Based File System and Checkpoint Strategy for Burst Buffers. CCGRID (2014)
Takafumi Saito, Kento Sato, Hitoshi Sato, Satoshi Matsuoka
Energy-aware I/O optimization for checkpoint and restart on a NAND flash memory system. FTXS (2013)
Kento Sato, Naoya Maruyama, Kathryn Mohror, Adam Moody, Todd Gamblin, Bronis R. de Supinski, Satoshi Matsuoka
Design and modeling of a non-blocking checkpointing system. SC (2012)
Akira Nukada, Kento Sato, Satoshi Matsuoka
Scalable multi-GPU 3-D FFT for TSUBAME 2.0 supercomputer. SC (2012)
Naoya Maruyama, Tatsuo Nomura, Kento Sato, Satoshi Matsuoka
Physis: an implicitly parallel programming model for stencil computations on large-scale GPU-accelerated supercomputers. SC (2011)
Kento Sato, Hitoshi Sato, Satoshi Matsuoka
A Model-Based Algorithm for Optimizing I/O Intensive Applications in Clouds Using VM-Based Migration. CCGRID (2009)
Kento Sato, Hitoshi Sato, Satoshi Matsuoka
Model-based optimization for data-intensive application on virtual cluster. GRID (2008)