@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{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{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{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{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)} }