@inproceedings{CTT100809545,
  author = {Jens Domke and Satoshi Matsuoka and Ivan R. Ivanov and Yuki Tsushima and Tomoya Yuki and Akihiro Nomura and Shin’ichi Miura and Nic McDonald and Dennis L. Floyd and Nicolas Dubé},
  title = {HyperX Topology: First At-Scale Implementation and Comparison to the Fat-Tree},
  booktitle = {SC '19 Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis},
  year = 2019,
}

@inproceedings{CTT100819712,
  author = {八島慶汰 and 石川康太 and 佐藤育郎 and 野村哲弘 and 横田理央 and 松岡聡},
  title = {早期終了タイミングを予測する：深層学習における確率勾配の分布の変化点検出},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100810018,
  author = {Peng Chen and Mohamed Wahib and Shinichiro Takizawa and Ryousei Takano and Satoshi Matsuoka},
  title = {A versatile software systolic execution model for GPU memory-bound kernels},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100810017,
  author = {Peng Chen and Mohamed Wahib and Shinichiro Takizawa and Ryousei Takano and Satoshi Matsuoka},
  title = {iFDK: a scalable framework for instant high-resolution image reconstruction},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100819716,
  author = {Jens Domke and Satoshi Matsuoka and Ivan R. Ivanov and Yuki Tsushima and Tomoya Yuki and Akihiro Nomura and Shin'ichi Miura and Nic McDonald and Dennis L. Floyd and Nicolas Dube},
  title = {The First Supercomputer with HyperX Topology: A Viable Alternative to Fat-Trees?},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100802588,
  author = {Yosuke Oyama and Naoya Maruyama and Nikoli Dryden and Peter Harrington and Jan Balewski and Satoshi Matsuoka and Marc Snir and Peter Nugent and Brian Van Essen},
  title = {Toward Training a Large 3D Cosmological CNN with Hybrid Parallelization},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100802961,
  author = {Yosuke Oyama and Naoya Maruyama and Nikoli Dryden and Peter Harrington and Jan Balewski and Satoshi Matsuoka and Marc Snir and Peter Nugent and Brian Van Essen},
  title = {Toward Training a Large 3D Cosmological CNN with Hybrid Parallelization},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100815305,
  author = {Yohei Tsuji and Kazuki Osawa and Yuichiro Ueno and Akira Naruse and Rio Yokota and Satoshi Matsuoka},
  title = {Performance Optimizations and Analysis of Distributed Deep Learning with Approximated Second-Order Optimization Method},
  booktitle = {Proceedings of the 48th International Conference on Parallel Processing: Workshops},
  year = 2019,
}

@inproceedings{CTT100802673,
  author = {土川 稔生 and 遠藤 敏夫 and 野村 哲弘 and 近藤正章 and 大山 洋介 and 松岡 聡},
  title = {メモリアクセスデータを用いた機械学習によるアプリケーションの類型化},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100800873,
  author = {Yosuke Oyama and Naoya Maruyama and Nikoli Dryden and Peter Harrington and Jan Balewski and Satoshi Matsuoka and Marc Snir and Peter Nugent and Brian Van Essen},
  title = {Toward Training a Large 3D Cosmological CNN with Hybrid Parallelization},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100793663,
  author = {Kazuki Osawa and Yohei Tsuji and Yuichiro Ueno and Akira Naruse and Rio Yokota and Satoshi Matsuoka},
  title = {Second-order Optimization Method for Large Mini-batch: Training ResNet-50 on ImageNet in 35 Epochs},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100808386,
  author = {Yusuke Nagasaka and Akira Nukada and Ryosuke Kojima and Satoshi Matsuoka},
  title = {Batched Sparse Matrix Multiplication for Accelerating Graph Convolutional Networks},
  booktitle = {Proceedings of the 19th Annual IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing (CCGRID)},
  year = 2019,
}

@inproceedings{CTT100799595,
  author = {Hideyuki Jitsumoto and Yuya Kobayashi and Akihiro Nomura and Satoshi Matsuoka},
  title = {MH-QEMU: Memory-State-Aware Fault Injection Platform},
  booktitle = {Supercomputing Frontiers. SCFA 2019. Lecture Notes in Computer Science},
  year = 2019,
}

@inproceedings{CTT100793973,
  author = {Yosuke Oyama and Tal Ben-Nun and Torsten Hoefler and Satoshi Matsuoka},
  title = {u-cuDNN: Accelerating Deep Learning Frameworks with Micro-Batches},
  booktitle = {},
  year = 2019,
}

@misc{CTT100768968,
  author = {松岡聡 and 野村哲弘 and 大山洋介 and 佐藤 育郎　 and 西村 裕紀　},
  title = {予測装置、予測方法および予測プログラム},
  howpublished = {登録特許},
  year = 2019,
  month  = {},
  note   = {特願2016-150221(2016/07/29), 特開2018-018422(2018/02/01), 特許第6635265号(2019/12/27)}
}