"Yosuke Oyama,Tal Ben-Nun,Torsten Hoefler,Satoshi Matsuoka","Less is More: Accelerating Deep Neural Networks with Micro-Batching","第162回ハイパフォーマンスコンピューティング研究発表会",,,,,,2017,Dec.
"藤田 和宏,鶴見慶,安良岡由規,根本忍,梁井善行,渡邊寿雄,野村 哲弘,三浦信一,額田彰,遠藤敏夫,松岡聡","新スーパーコンピュータTSUBAME3.0の概要．","2017年度大学ICT推進協議会(AXIES)年次大会 No. TC1-6",,,,,,2017,Dec.
"Ikuro Sato,Ryo Fujisaki,Yosuke Oyama,Akihiro Nomura,Satoshi Matsuoka","Asynchronous, data-parallel deep convolutional neural network training with linear prediction model for parameter transition","The 24th International Conference On Neural Information Processing (ICONIP 2017)","International Conference on Neural Information Processing",,"volume 10635",,"pp. 305-314",2017,Nov.
"Toshio Endo,Satoshi Matsuoka.","TSUBAME3.0: A Green, Accelerated, Big-Data Supercomputer","ATIP Workshop on International Exascale and Next-Generation Computing Programs, in conjunction with SC17.",,,,,,2017,Nov.
"Satoshi Matsuoka,Toshio Endo,Akira Nukada,Shinichi Miura,Akihiro Nomura,Hitoshi Sato,Hideyuki Jitsumoto,Aleksandr Drozd.","Overview of TSUBAME3.0, Green Cloud Supercomputer for Convergence of HPC, AI and Big-Data .",,"Global Scientific Information and Computing Center, Tokyo Institute of Technology, e-Science Journal",,"Vol. 16",,"pp. 2--9",2017,Nov.
"Shota Kuroda,Toshio Endo,Satoshi Matsuoka.","Applying Temporal Blocking with a Directive-based Approach.","In Proceedings of Fourth Workshop on the LLVM Compiler Infrastructure in HPC (LLVM-HPC), in conjuntion with SC17",,,,,,2017,Nov.
"Artur Podobas,Hamid Reza ZOHOURI,SATOSHI MATSUOKA","Evaluating high-level design strategies on FPGAs for high-performance computing","2017 27th International Conference on Field Programmable Logic and Applications (FPL)",,,,,,2017,Oct.
"Yusuke Nagasaka,Akira Nukada,Satoshi Matsuoka","High-performance and Memory-saving Sparse General Matrix-Matrix Multiplication for NVIDIA Pascal GPU","International Conference on Parallel Processing",,,,,,2017,Sept.
"Kevin Brown,Satoshi Matsuoka","Co-locating Graph Analytics and HPC Applications","2017 IEEE International Conference on Cluster Computing (CLUSTER)","2017 IEEE International Conference on Cluster Computing (CLUSTER)",,,,"pp. 659-660",2017,Sept.
"Jian Guo,Kun Qian,Bjorn Schuller,Satoshi Matsuoka","GPU-based Training of Autoencoders for Bird Sound Data Processing","2017 IEEE International Conference on Consumer Electronics - Taiwan","2017 IEEE International Conference on Consumer Electronics - Taiwan","IEEE",,,,2017,July
"辻 陽平,野村 哲弘,實本 英之,佐藤 育郎,松岡 聡","動的なプロセス数操作による分散深層学習の耐故障性と性能評価",,"情報処理学会研究報告 IPSJ SIG Technical Report",,,,,2017,July
"小林 佑矢,實本 英之,野村 哲弘,松岡 聡","メモリアクセスパターン依存故障の注入のためのQEMUベース故障注入器","2017年並列／分散／協調処理に関する『秋田』サマー・ワークショップ (SWoPP2017)","研究報告ハイパフォーマンスコンピューティング（HPC）",,"  2017-HPC-160","  8","  1 - 8",2017,July
"松岡 聡,遠藤 敏夫,額田 彰,三浦 信一,野村 哲弘,佐藤 仁,實本 英之,Drozd Aleksandr","HPCとビッグデータ・AIを融合するグリーン・クラウドスパコンTSUBAME3.0の概要","並列/分散/協調処理に関するサマーワークショップ(SWoPP2017)",,,,,,2017,July
"Shweta Salaria,Kevin Brown,HIDEYUKI JITSUMOTO,SATOSHI MATSUOKA","Evaluation of HPC-Big Data Applications Using Cloud Platforms","The 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)",,"IEEE",,,,2017,July
"Yosuke Oyama,Akihiro Nomura,Ikuro Sato,Hiroki Nishimura,Yukimasa Tamatsu,Satoshi Matsuoka","Predicting Probabilistic Parameters of a Large-Scale Asynchronous SGD Deep Learning System","GPU Technology Conference 2017 (GTC 2017)",,,,,,2017,May
"大山洋介,野村哲弘,佐藤育郎,松岡聡","ディープラーニングのデータ並列学習における少精度浮動小数点数を用いた通信量の削減","第158回ハイパフォーマンスコンピューティング研究発表会",,,,,,2017,Mar.
"本山 義史,遠藤 敏夫,松岡 聡,横田 理央,福田 圭祐,佐藤 育郎","低ランク近似行列によるCNNにおける畳み込み演算の最適化","第158回ハイパフォーマンスコンピューティング研究発表会","2017-HPC-158 No.25",,,,,2017,Mar.
"Hamid Reza ZOHOURI,Naoya Maruyama,Aaron Smith,Motohiko Matsuda,SATOSHI MATSUOKA","Evaluating and Optimizing OpenCL Kernels for High Performance Computing with FPGAs","Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'16)",,,,,,2017,Mar.