研究概要

主要論文

• 1.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 proceedings of the 21 IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2021), (2021).
• 2.J. Domke, E. Vatai, A. Drozd, P. Chen, Y. Oyama, L. Zhang, S. Salaria, D. Mukunoki, A. Podobas, M. Wahib, S. Matsuoka.:
  "Matrix Engines for High Performance Computing: A Paragon of Performance or Grasping at Straws?"
  In proceedings of the 35th IEEE International Parallel & Distributed Processing Symposium (IPDPS), (Portland, Oregon, USA), IEEE Computer Society, (2021).
• 3.Tonmoy Dey, Kento Sato, Bogdan Nicolae, Jian Guo, Jens Domke, Weikuan Yu, Franck Cappello, and Kathryn Mohror.:
  "Optimizing Asynchronous Multi-Level Checkpoint/Restart Configurations with Machine Learning"
  The IEEE International Workshop on High-Performance Storage, (2020).
• 4.M. Besta, J. Domke, M. Schneider, M. Konieczny, S.D. Girolamo, T. Schneider, A. Singla, T. Hoefler.:
  "High-Performance Routing with Multipathing and Path Diversity in Supercomputers and Data Centers"
  Accepted at the IEEE Transactions on Parallel and Distributed Systems (TPDS).
• 5.M. Wahib, H. Zhang, T.T. Nguyen, A. Drozd, J. Domke, L. Zhang, R. Takano, S. Matsuoka.:
  "Scaling Distributed Deep Learning Workloads beyond the Memory Capacity with KARMA"
  In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC ’20, (Piscataway, NJ, USA), IEEE Press, (2020).
• 6.Chapp, D., Rorabaugh, D., Sato, K., Ahn, D. H., & Taufer, M.:
  "A three-phase workflow for general and expressive representations of nondeterminism in HPC applications"
  The International Journal of High Performance Computing Applications, 33(6), 1175–1184. (2019).
• 7.Chapp, D., Rorabaugh, D., Sato, K., Ahn, D. H., & Taufer, M.:
  "A three-phase workflow for general and expressive representations of nondeterminism in HPC applications"
  The International Journal of High Performance Computing Applications, 33(6), 1175–1184. (2019).
• 8.J. Domke, S. Matsuoka, I.R. Ivanov, Y. Tsushima, T. Yuki, A. Nomura, S. Miura, N. McDonald, D.L. Floyd, N. Dube.:
  "HyperX Topology: First at-scale Implementation and Comparison to the Fat-Tree"
  Accepted at the International Conference for High Performance Computing, Networking, Storage and Analysis, SC ’19, (Piscataway, NJ, USA), IEEE Press, (2019).
• 9.J. Domke, S. Matsuoka, I.R. Ivanov, Y. Tsushima, T. Yuki, A. Nomura, S. Miura, N. McDonald, D.L. Floyd, N. Dube.:
  "The First Supercomputer with HyperX Topology: A Viable Alternative to Fat-Trees?"
  Peer-reviewed short paper presented at the 2019 IEEE 26th Symposium on High-Performance Interconnects (HOTI 26), (2019).
• 10.J. Domke, K. Matsumura, M. Wahib, H. Zhang, K. Yashima, T. Tsuchikawa, Y. Tsuji, A. Podobas, S. Matsuoka.:
  "Double-precision FPUs in High-Performance Computing: an Embarrassment of Riches?"
  In Proceedings of the 33th IEEE International Parallel & Distributed Processing Symposium (IPDPS), (Rio de Janeiro, Brazil), IEEE Computer Society, (2019).

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募集職種	応募締切
パートタイマー募集（R-CCS-P2301）	ポストが決まり次第
研究員または特別研究員募集（R-CCS2104）	ポストが決まり次第

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