Research keywords (6):
High Performance Computing
, System Software
, Big Data
, AI
, Fault Tolerance
, Debugging
Research theme for competitive and other funds (3):
2020 - 2022 Acceleration of large-scale deep learning by optimizing parallel I/O
2011 - 2016 Fault Tolerant Infrastructure Toward Billion of Parallelization and Exa-scale Supercomputer
2012 - 2013 広域環境における大規模データ処理の最適化
Papers (30):
Alexandru Costan, Bogdan Nicolae, Kento Sato. ScienceCloud'21 Chairs' Welcome. ScienceCloud 2021 - Proceedings of the 11th Workshop on Scientific Cloud Computing. 2021. III
Martin Schulz, Kento Sato. Guest Editorial: Special Issue on Computing Frontiers: Preface. Journal of Signal Processing Systems. 2021. 93. 4. 389-390
Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. Fox, David Kanter, Thorsten Kurth, Peter Mattson, et al. MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. CoRR. 2021. abs/2110.11466
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. 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing(CCGRID). 2021. 41-50