研究概要

主要論文

「*」は、理研外のみでの成果です。

• 1. T.N. Truong, F. Trahay, J. Domke, A. Drozd, E. Vatai, J. Liao, M. Wahib, B. Gerofi,
  "Why Globally Re-shuffle? Revisiting Data Shuffling in Large Scale Deep Learning,"
  in Proceedings of the 36th IEEE International Parallel & Distributed Processing Symposium (IPDPS), (Lyon, France), IEEE Computer Society, May 2022.
• 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, May 2021.
• 3. 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,"
  IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 4, pp. 943-959, 2021.
• 4. 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, Nov. 2020.
• 5. 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,"
  in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC’19, (Piscataway, NJ, USA), IEEE Press, Nov. 2019.
• 6. *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, May 2019.
• 7. *S. Smith, C. Cromey, D.K. Lowenthal, J. Domke, N. Jain, J.J. Thiagarajan, A. Bhatele,
  "Mitigating Inter-Job Interference Using Adaptive Flow-Aware Routing,"
  in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC’18, (Piscataway, NJ, USA), IEEE Press, Nov. 2018.
• 8. *J. Domke and T. Hoefler,
  "Scheduling-Aware Routing for Supercomputers,"
  in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC’16, (Piscataway, NJ, USA), pp. 13:1-13:12, IEEE Press, 2016.
• 9. *J. Domke, T. Hoefler, and S. Matsuoka,
  "Routing on the Dependency Graph: A New Approach to Deadlock-Free High-Performance Routing," in Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, HPDC ’16, (New York, NY, USA), pp. 3-14, ACM, 2016.
• 10. *J. Domke, T. Hoefler, and S. Matsuoka,
  "Fail-in-place Network Design: Interaction Between Topology, Routing Algorithm and Failures,"
  in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC’14, (Piscataway, NJ, USA), pp. 597-608, IEEE Press, 2014.

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