@inproceedings{CTT100908557,
  author = {Shohei Minami and Toshio Endo and Akihiro Nomura},
  title = {The Aggressive Oversubscribing Scheduling for Interactive Jobs on a Supercomputing System},
  booktitle = {proceedings of IEEE High Performance Extreme Computing Conference (HPEC 2023)},
  year = 2023,
}

@inproceedings{CTT100911732,
  author = {Hayato Fujita and Akihiro Nomura and Toshio Endo and Masakazu Sekijima},
  title = {Enhancing the Performance of AlphaFold Through Modified Storage Method and Optimization of HHblits on TSUBAME3.0 Supercomputer},
  booktitle = {proceedings of 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE)},
  year = 2023,
}

@inproceedings{CTT100891140,
  author = {Shohei Minami and Toshio Endo and Akihiro Nomura},
  title = {Effectiveness of the Oversubscribing Scheduling on Supercomputer Systems},
  booktitle = {HPC Asia '23: Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region},
  year = 2023,
}

@inproceedings{CTT100882932,
  author = {大沢 泰生 and 遠藤 敏夫 and 野村 哲弘},
  title = {タンパク質構造解析システムAlphafoldの実行時ファイルステージングを用いた高速化},
  booktitle = {情報処理学会研究報告},
  year = 2022,
}

@inproceedings{CTT100869007,
  author = {藤田 隼斗 and 野村 哲弘 and 遠藤 敏夫 and 関嶋 政和},
  title = {タンパク質立体構造予測システム AlphaFold の TSUBAME3.0 上での高速化},
  booktitle = {情報処理学会研究報告},
  year = 2022,
}

@inproceedings{CTT100861643,
  author = {細木 隆豊 and 野村 哲弘 and 遠藤 敏夫},
  title = {GPUクラスタにおけるハイブリッド並列DNN学習のボトルネック分析と改良 ．},
  booktitle = {情報処理学会研究報告, 2021-HPC-180, No. 9},
  year = 2021,
}

@inproceedings{CTT100861647,
  author = {Shohei Minami and Toshio Endo and Akihiro Nomura},
  title = {Measurement and Modeling of Performance of HPC Applications towards Overcommitting Scheduling Systems .},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100845079,
  author = {野村 哲弘 and 滝澤 真一朗 and 三浦 信一 and 遠藤 敏夫 and 松葉 浩也},
  title = {センサー情報を意識したジョブスケジューリング実現のための標準ジョブ履歴スキーマの提案},
  booktitle = {情報処理学会研究報告},
  year = 2021,
}

@inproceedings{CTT100854541,
  author = {Ivan R. Ivanov and Jens Domke and Akihiro Nomura and Toshio Endo},
  title = {Improved failover for HPC interconnects through localised routing restoration},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100854537,
  author = {Shohei Minami and Toshio Endo and Akihiro Nomura},
  title = {Performance Modeling of HPC Applications on Overcommitted Systems},
  booktitle = {Proceedings of HPC Asia 2021},
  year = 2021,
}

@inproceedings{CTT100845078,
  author = {安良岡 由規 and 野村 哲弘 and 遠藤 敏夫},
  title = {学内インフラとしてのスパコンの対話的利用による利便性向上},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100829261,
  author = {野村 哲弘 and 遠藤 敏夫 and 三浦 信一 and 朝倉 博紀 and 越野 俊充 and 草間 俊博},
  title = {TSUBAME3のインタラクティブ利用の利便性向上にむけた取り組み},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100829260,
  author = {南 将平 and 遠藤 敏夫 and 野村 哲弘},
  title = {オーバーコミットスケジュール時のアプリ性能の予備評価},
  booktitle = {},
  year = 2020,
}

@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{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{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{CTT100802674,
  author = {野村 哲弘 and 三浦 信一 and 實本 英之 and 額田 彰 and 遠藤 敏夫},
  title = {TSUBAME3.0におけるストレージ利用効率化のためのファイルシステムベンチマーク},
  booktitle = {},
  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{CTT100809546,
  author = {Akihiro Nomura},
  title = {Introducing Container Technology to TSUBAME3.0 Supercomputer},
  booktitle = {},
  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{CTT100802677,
  author = {土川稔生 and 大山洋介 and 野村哲弘 and 松岡聡},
  title = {機械学習による計算機トレースの自動生成},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100772395,
  author = {Jian Guo and Akihiro Nomura and Ryan Barton and Haoyu Zhang and Satoshi Matsuoka},
  title = {Machine Learning Predictions for Underestimation of Job Runtime on HPC System},
  booktitle = {Supercomputing Frontiers},
  year = 2018,
}

@inproceedings{CTT100819794,
  author = {Akihiro Nomura},
  title = {TSUBAME2.5 Network with Sub-Optimal Infrastructure},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100760750,
  author = {小林佑矢 and 實本英之 and 野村哲弘 and 松岡聡},
  title = {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},
  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 = 2018,
}

@inproceedings{CTT100756801,
  author = {藤田 和宏 and 鶴見慶 and 安良岡由規 and 根本忍 and 梁井善行 and 渡邊寿雄 and 野村 哲弘 and 三浦信一 and 額田彰 and 遠藤敏夫 and 松岡聡},
  title = {新スーパーコンピュータTSUBAME3.0の概要．},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100829961,
  author = {Ikuro Sato and Ryo Fujisaki and Yosuke Oyama and Akihiro Nomura and Satoshi Matsuoka},
  title = {Asynchronous, data-parallel deep convolutional neural network training with linear prediction model for parameter transition},
  booktitle = {International Conference on Neural Information Processing},
  year = 2017,
}

@inproceedings{CTT100775887,
  author = {辻 陽平 and 野村 哲弘 and 實本 英之 and 佐藤 育郎 and 松岡 聡},
  title = {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},
  booktitle = {情報処理学会研究報告 IPSJ SIG Technical Report},
  year = 2017,
}

@inproceedings{CTT100747655,
  author = {松岡 聡 and 遠藤 敏夫 and 額田 彰 and 三浦 信一 and 野村 哲弘 and 佐藤 仁 and 實本 英之 and Drozd Aleksandr},
  title = {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},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100748914,
  author = {小林 佑矢 and 實本 英之 and 野村 哲弘 and 松岡 聡},
  title = {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},
  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 = 2017,
}

@inproceedings{CTT100741817,
  author = {Yosuke Oyama and Akihiro Nomura and Ikuro Sato and Hiroki Nishimura and Yukimasa Tamatsu and Satoshi Matsuoka},
  title = {Predicting Probabilistic Parameters of a Large-Scale Asynchronous SGD Deep Learning System},
  booktitle = {},
  year = 2017,
}

@inproceedings{CTT100737165,
  author = {大山洋介 and 野村哲弘 and 佐藤育郎 and 松岡聡},
  title = {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},
  booktitle = {},
  year = 2017,
}

@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{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{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{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{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,
}

@inproceedings{CTT100704611,
  author = {野村 哲弘 and 佐々木 淳 and 三浦 信一 and 遠藤 敏夫 and 松岡 聡},
  title = {TSUBAME2におけるジョブスケジューリング効率化への取り組みと検証},
  booktitle = {大学ICT推進協議会 ２０１５年度年次大会 企画セッション HPCテクノロジー},
  year = 2015,
}

@inproceedings{CTT100704606,
  author = {Pak Markthub and Akihiro Nomura and Satoshi Matsuoka},
  title = {mrCUDA: Low-Overhead Middleware for Transparently Migrating CUDA Execution from Remote to Local GPUs},
  booktitle = {},
  year = 2015,
}

@inproceedings{CTT100704619,
  author = {Pak Markthub and Akihiro Nomura and Satoshi Matsuoka},
  title = {mrCUDA: Low-Overhead Middleware for Live Migrating Remote GPU Execution to Local GPU Execution},
  booktitle = {},
  year = 2015,
}

@inproceedings{CTT100704616,
  author = {Pak Markthub and Akihiro Nomura and Satoshi Matsuoka},
  title = {mrCUDA: A middleware for migrating rCUDA virtual GPUs to native GPUs},
  booktitle = {情報処理学会 研究報告},
  year = 2015,
}

@inproceedings{CTT100704618,
  author = {寺西 賢人 and 野村 哲弘 and 遠藤 敏夫 and 松岡 聡},
  title = {ノード内同時実行ジョブにおけるパフォーマンスカウンタによるプロセス毎消費電力のモデル化},
  booktitle = {情報処理学会 研究報告},
  year = 2015,
}

@inproceedings{CTT100704613,
  author = {野村 哲弘 and 佐々木 淳 and 三浦 信一 and 遠藤 敏夫 and 松岡 聡},
  title = {TSUBAME2におけるスケジュール効率化への取り組みとユーザ動向の見える化},
  booktitle = {情報処理学会 研究報告},
  year = 2015,
}

@inproceedings{CTT100704608,
  author = {Akihiro Nomura},
  title = {Performance Measurement and monitoring in TSUBAME2.5 towards next generation supercomputers},
  booktitle = {},
  year = 2015,
}

@inproceedings{CTT100704609,
  author = {野村 哲弘 and 三浦 信一 and 遠藤 敏夫 and 松岡 聡},
  title = {アプリケーションのEmpiricalな性能モデル構築のためのプロファイル情報の収集},
  booktitle = {},
  year = 2015,
}

@inproceedings{CTT100704631,
  author = {Pak Markthub and Akihiro Nomura and Satoshi Matsuoka},
  title = {Using rCUDA to Reduce GPU Resource-assignment Fragmentation caused by Job Scheduler},
  booktitle = {Proceedings of the 15th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT2014)},
  year = 2014,
}

@inproceedings{CTT100704629,
  author = {Chih-Song Kuo and Aamer Shah and Akihiro Nomura and Satoshi Matsuoka and Felix Wolf},
  title = {How File Access Patterns Influence Interference Among Cluster Applications},
  booktitle = {},
  year = 2014,
}

@inproceedings{CTT100704633,
  author = {野村哲弘 and 三浦信一 and 遠藤敏夫 and 松岡聡},
  title = {実アプリケーションを用いた計算機評価ベンチマークと性能リポジトリの開発},
  booktitle = {情報処理学会研究報告},
  year = 2014,
}

@inproceedings{CTT100683775,
  author = {Akihiro Nomura and Shinichi Miura and Toshio Endo and SATOSHI MATSUOKA},
  title = {Application Performance Characterization towards Exa-Scale Supercomputers},
  booktitle = {},
  year = 2014,
}

@inproceedings{CTT100668018,
  author = {Chih-Song Kuo and Akihiro Nomura and Satoshi Matsuoka and Aamer Shah and Felix Wolf and Ilya Zhukov},
  title = {Environment Matters: How Competition for I/O among Applications Degrades their Performance},
  booktitle = {IPSJ SIG Technical Reports},
  year = 2013,
}

@inproceedings{CTT100668017,
  author = {野村哲弘 and 三浦信一 and 遠藤敏夫 and 松岡聡 and 鈴木惣一朗 and 丸山直也},
  title = {システム評価のためのアプリケーション性能リポジトリの構築と性能モデルの評価},
  booktitle = {情報処理学会 研究報告},
  year = 2013,
}

@inproceedings{CTT100645961,
  author = {野村 哲弘 and 遠藤 敏夫 and 松岡 聡},
  title = {TSUBAME2.0におけるMulti-rail InfiniBandネットワークの性能評価},
  booktitle = {情報処理学会研究報告},
  year = 2012,
}

@inproceedings{CTT100644694,
  author = {Akihiro Nomura and Yutaka Ishikawa and Naoya Maruyama and Satoshi Matsuoka},
  title = {Implementation of Efficient Non-blocking Collective Communication Framework},
  booktitle = {},
  year = 2012,
}

@inproceedings{CTT100633330,
  author = {Akihiro Nomura and Yutaka Ishikawa and Naoya Maruyama and Satoshi Matsuoka},
  title = {Design and Implementation of Portable and Efficient Non-blocking collective Communication},
  booktitle = {},
  year = 2012,
}

@inproceedings{CTT100632719,
  author = {野村 哲弘 and 石川 裕},
  title = {非同期コレクティブ通信の実装方式の検討},
  booktitle = {情報処理学会 研究報告},
  year = 2011,
}

@inproceedings{CTT100773839,
  author = {野村 哲弘 and 石川裕},
  title = {カーネルレベルMPI非同期集団通信機構の設計と実装},
  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 = 2010,
}

@inproceedings{CTT100773840,
  author = {小西 祐介 and 野村 哲弘 and 松葉 浩也 and 石川裕},
  title = {NUMA 並列型クラスタ上での効率的なスケジューリング},
  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 = 2009,
}

@inproceedings{CTT100773841,
  author = {松葉 浩也 and 野村 哲弘 and 石川裕},
  title = {MPI通信ライブラリの最適化と性能評価},
  booktitle = {情報処理学会研究報告ハイパフォーマンスコンピューティング（HPC）},
  year = 2008,
}

@inproceedings{CTT100773842,
  author = {野村 哲弘 and 石川裕},
  title = {再送制御を考慮した通信モデルの設計},
  booktitle = {情報処理学会研究報告ハイパフォーマンスコンピューティング（HPC）},
  year = 2006,
}

@inproceedings{CTT100773843,
  author = {野村 哲弘 and 石川裕},
  title = {リアルタイムパケットの通信制御},
  booktitle = {情報処理学会研究報告システムソフトウェアとオペレーティング・システム（OS）},
  year = 2005,
}

@inproceedings{CTT100773844,
  author = {野村 哲弘 and 石川裕},
  title = {リアルタイムパケットの送信制御},
  booktitle = {情報処理学会研究報告システムソフトウェアとオペレーティング・システム（OS）},
  year = 2005,
}

@misc{CTT100756798,
  author = {Satoshi Matsuoka and Toshio Endo and Akira Nukada and Shinichi Miura and Akihiro Nomura and Hitoshi Sato and Hideyuki Jitsumoto and Aleksandr Drozd.},
  title = {Overview of TSUBAME3.0, Green Cloud Supercomputer for Convergence of HPC, AI and Big-Data .},
  year = 2017,
}

@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)}
}