研究概要

主要論文

「*」は、理研外のみでの成果です。

• 1. *Jens Domke, Emil Vatai, Aleksandr Drozd, Peng Chen, Yosuke Oyama, Lingqi Zhang, Shweta Salaria, Daichi Mukunoki, Artur Podobas, Mohamed Wahib, Satoshi Matsuoka:
  "Matrix Engines for HPC: A Performance Study from the Applications Perspective", 35th IEEE
  International Parallel & Distributed Processing Symposium (IPDPS 2021)
• 2. *Albert Khaira, Truong Thao Nguyen, Leonardo Bautista Gomez, Ryousei Takano, Rosa Badia, Mohamed Wahib:
  "An Oracle for Guiding Large-Scale Model/Hybrid Parallel Training of Convolutional Neural Networks",
  30th ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2021)
• 3. *Peng Chen, Mohamed Wahib, Xiao Wang, shinichiro takizawa, Takahiro Hirofuchi, Ogawa Hirotaka, Satoshi Matsuoka:
  "Performance Portable Back-projection Algorithms on CPUs: Agnostic Data Locality and Vectorization Optimizations",
  35th ACM International Conference on Supercomputing (ICS 2021)
• 4. *Jun Li, Minjun Li, Zhigang Cai, Francois Trahay, Mohamed Wahib, Balazs Gerofi, Zhiming Liu, Jianwei Liao:
  "Intra-page Cache Update in SLC Mode with Partial Programming in High Density SSDs", 50th
  International Conference on Parallel Processing (ICPP 2021)
• 5. *Mohamed Wahib, Haoyu Zhang, Truong Thao Nguyen, Aleksandr Drozd, Jens Domke, Lingqi Zhang, Ryousei Takano, Satoshi Matsuoka:
  "Scaling Deep Learning Workloads Beyond Memory Capacity",
  International Conference for High Performance Computing, Networking, Storage, and Analysis (SC 2020)
• 6. *Lingqi Zhang, Wahib Mohamed, Haoyu Zhang, Matsuoka Satoshi:
  "A Study of Single and Multi-device Synchronization Methods in Nvidia GPUs",
  34th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2020)
• 7. Jens Domke, Satoshi Matsuoka, Ivan R. Ivanov, Yuki Tsushima, Tomoya Yuki, Akihiro Nomura, Shinichi Miura, Nic McDonald, Dennis L. Floyd, Nicolas Dube: "The First Supercomputer with HyperX Topology:
  A Viable Alternative to Fat-Trees?",
  International Conference for High Performance Computing, Networking, Storage, and Analysis (SC 2019)
• 8. Chen Peng,Wahib Mohamed,Takizawa Shinichiro,Matsuoka Satoshi:
  "A Versatile Software Systolic Execution Model for GPU Memory Bound Kernels",
  International Conference for High Performance Computing, Networking, Storage, and Analysis (SC 2019)
• 9. Jens Domke, Kazuaki Matsumura, Mohamed Wahib, Haoyu Zhang, Keita Yashima,Toshiki Tsuchikawa, Yohei Tsuji, Artur Podobas, Satoshi Matsuoka:
  "Double-precision FPUs in High-Performance Computing: an Embarrassment of Riches?",
  33th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2019)
• 10. Shweta Salaria, Aleksandr Drozd, Artur Podobas, Satoshi Matsuoka:
  "Learning Neural Representations for Predicting GPU Performance",
  ISC High Performance 2019 (ISC 2019)

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