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A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing EnvironmentJianguo Chen ; Kenli Li ; Zhuo Tang ; Bilal, Kashif ; Shui Yu ; Chuliang Weng ; Keqin LiIEEE transactions on parallel and distributed systems, 2017-04, Vol.28 (4), p.919-933 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Dynamic Configuration of Partitioning in Spark ApplicationsGounaris, Anastasios ; Kougka, Georgia ; Tous, Ruben ; Tripiana Montes, Carlos ; Torres, JordiIEEE transactions on parallel and distributed systems, 2017-07, Vol.28 (7), p.1891-1904 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Effective Extensible Programming: Unleashing Julia on GPUsBesard, Tim ; Foket, Christophe ; De Sutter, BjornIEEE transactions on parallel and distributed systems, 2019-04, Vol.30 (4), p.827-841 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Guest EditorialZhai, Jidong ; Si, Min ; Pena, Antonio J.IEEE transactions on parallel and distributed systems, 2022-11, Vol.33 (11), p.2644-2647 [Periódico revisado por pares]IEEETexto completo disponível |
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A Bi-layered Parallel Training Architecture for Large-Scale Convolutional Neural NetworksChen, Jianguo ; Li, Kenli ; Bilal, Kashif ; Zhou, Xu ; Li, Keqin ; Yu, Philip S.IEEE transactions on parallel and distributed systems, 2019-05, Vol.30 (5), p.965-976 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Reproducing Performance of Data-Centric Python by SCC Team From National Tsing Hua UniversityChang, Fu-Chiang ; Huang, En-Ming ; Kuo, Pin-Yi ; Mou, Chan-Yu ; Ting, Hsu-Tzu ; Wu, Pang-Ning ; Chou, JerryIEEE transactions on parallel and distributed systems, 2024, p.1-5 [Periódico revisado por pares]Texto completo disponível |
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Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight SupercomputerChen, Yuedan ; Li, Kenli ; Yang, Wangdong ; Xiao, Guoqing ; Xie, Xianghui ; Li, TaoIEEE transactions on parallel and distributed systems, 2019-04, Vol.30 (4), p.923-938 [Periódico revisado por pares]New York: IEEETexto completo disponível |
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Material Type: Artigo
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Distributed Training of Deep Learning Models: A Taxonomic PerspectiveLanger, Matthias ; He, Zhen ; Rahayu, Wenny ; Xue, YanboIEEE transactions on parallel and distributed systems, 2020-12, Vol.31 (12), p.2802-2818 [Periódico revisado por pares]IEEETexto completo disponível |
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Material Type: Artigo
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Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing SystemHuang, Tsung-Wei ; Lin, Dian-Lun ; Lin, Chun-Xun ; Lin, YiboIEEE transactions on parallel and distributed systems, 2022-06, Vol.33 (6), p.1303-1320 [Periódico revisado por pares]IEEETexto completo disponível |
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Fast Deep Neural Network Training on Distributed Systems and Cloud TPUsYou, Yang ; Zhang, Zhao ; Hsieh, Cho-Jui ; Demmel, James ; Keutzer, KurtIEEE transactions on parallel and distributed systems, 2019-11, Vol.30 (11), p.2449-2462 [Periódico revisado por pares]IEEETexto completo disponível |