@inproceedings{CTT100734705, author = {Yosuke Oyama and Akihiro Nomura and Ikuro Sato and Hiroki Nishimura and Yukimasa Tamatsu and Satoshi Matsuoka}, title = {Predicting Statistics of Asynchronous SGD Parameters for a Large-Scale Distributed Deep Learning System on GPU Supercomputers}, booktitle = {}, year = 2016, } @inproceedings{CTT100737458, author = {Jian Guo and Kun Qian and Huijie Xu and Christoph Janott and Bj¨orn Schuller and Satoshi Matsuoka}, title = {GPU-Based Fast Signal Processing for Large Amounts of Snore Sound Data}, booktitle = {2016 IEEE 5th Global Conference on Consumer Electronics}, year = 2016, } @inproceedings{CTT100737166, author = {Keisuke Fukuda and Motohiko Matsuda and Naoya Maruyama and Rio Yokota and Kenjiro Taura and Satoshi Matsuoka}, title = {Tapas: An Implicitly Parallel ProgrammingFramework For Hierarchical N-body Algorithms}, booktitle = {The 22nd IEEE International Conference on Parallel And Distributed Systems}, year = 2016, } @inproceedings{CTT100736772, author = {黒田 勝汰 and 遠藤 敏夫 and 松岡 聡}, title = {ディレクティブによる時空間ブロッキングの自動適用}, booktitle = {}, year = 2016, } @inproceedings{CTT100735229, author = {Yusuke Nagasaka and Akira Nukada and Satoshi Matsuoka}, title = {Fast Sparse General Matrix-Matrix Multiplication on GPU with Low Memory Usage}, booktitle = {}, year = 2016, } @inproceedings{CTT100736775, author = {Mateusz Bysiek and Aleksandr Drozd and Satoshi Matsuoka}, title = {Migrating Legacy Fortran to Python While Retaining Fortran-Level Performance Through Transpilation and Type Hints}, booktitle = {Proceedings of the 6th Workshop on Python for High-Performance and Scientific Computing}, year = 2016, } @inproceedings{CTT100735230, author = {長坂侑亮 and 額田彰 and 松岡聡}, title = {メモリ使用量を抑えた疎行列疎行列積計算のGPU高速化}, booktitle = {情報処理学会研究報告}, year = 2016, } @inproceedings{CTT100713021, author = {松岡 聡 and 天野 英晴 and 中島 研吾 and 井上 弘士 and 工藤 知宏 and 丸山 直也 and 田浦 健次朗 and 岩下 武史 and 片桐 孝洋 and 塙敏博 and 遠藤 敏夫}, title = {ポストムーア時代におけるFLOPSからBYTESへの変革}, booktitle = {情報処理学会研究報告, 2016-HPC-155 No.32}, year = 2016, } @inproceedings{CTT100734458, author = {大山洋介 and 野村哲弘 and 佐藤育郎 and 西村裕紀 and 玉津幸政 and 松岡聡}, title = {学習条件を考慮した大規模非同期ディープラーニングシステムの性能モデリング}, booktitle = {}, year = 2016, } @inproceedings{CTT100736774, author = {小林 佑矢 and 實本 英之 and 野村 哲弘 and 松岡 聡}, title = {仮想マシンエミュレータを用いた特定故障パターン発生時に おけるアプリケーションの誤差の評価}, booktitle = {研究報告ハイパフォーマンスコンピューティング(HPC)}, year = 2016, } @inproceedings{CTT100735226, author = {Yusuke Nagasaka and Akira Nukada and Satoshi Matsuoka}, title = {Adaptive Multi-level Blocking Optimization for Sparse Matrix Vector Multiplication on GPU}, booktitle = {Procedia Computer Science}, year = 2016, } @inproceedings{CTT100736773, author = {Yuya Kobayashi and HIDEYUKI JITSUMOTO and Akihiro Nomura and SATOSHI MATSUOKA}, title = {Evaluating tolerance of applications against realistic DRAM faults}, booktitle = {}, year = 2016, } @inproceedings{CTT100704626, author = {Yosuke Oyama and Akihiro Nomura and Ikuro Sato and Hiroki Nishimura and Yukimasa Tamatsu and SATOSHI MATSUOKA}, title = {Training Condition Conscious Performance Modeling of an Asynchronous Data-Parallel Deep Learning System}, booktitle = {}, year = 2016, } @inproceedings{CTT100710144, author = {Satoshi Matsuoka and Hideharu Amano and Kengo Nakajima and Koji Inoue and Tomohiro Kudoh and Naoya Maruyama and Kenjiro Taura and Takeshi Iwashita and Takahiro Katagiri and Toshihiro Hanawa and Toshio Endo}, title = {From FLOPS to BYTES: Disruptive Change in High-Performance Computing towards the Post-Moore Era}, booktitle = {}, year = 2016, } @inproceedings{CTT100704623, author = {Pak Markthub and Akihiro Nomura and Satoshi Matsuoka}, title = {Reducing Remote GPU Execution’s Overhead with mrCUDA}, booktitle = {}, year = 2016, } @inproceedings{CTT100704621, author = {Pak Markthub and Akihiro Nomura and Satoshi Matsuoka}, title = {Serving More GPU Jobs in Multi-GPU Batch-Queue Systems using Remote GPU Execution and Migration}, booktitle = {情報処理学会 研究報告}, year = 2016, } @inproceedings{CTT100790837, author = {Pak Markthub and Akihiro Nomura and SATOSHI MATSUOKA}, title = {Serving more GPU jobs, with low penalty, using remote GPU execution and migration}, booktitle = {Proceedings - 2016 IEEE International Conference on Cluster Computing (CLUSTER2016)}, year = 2016, } @misc{CTT100774295, author = {松岡聡 and 野村哲弘 and 大山洋介 and 佐藤 育郎 and 藤崎 亮}, title = {学習システムおよび学習方法}, howpublished = {登録特許}, year = 2020, month = {}, note = {特願2016-253169(2016/12/27), 特開2018-106489(2018/07/05), 特許第6704583号(2020/05/15)} } @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)} }