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1
A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment
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A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment

Jianguo Chen ; Kenli Li ; Zhuo Tang ; Bilal, Kashif ; Shui Yu ; Chuliang Weng ; Keqin Li

IEEE transactions on parallel and distributed systems, 2017-04, Vol.28 (4), p.919-933 [Periódico revisado por pares]

New York: IEEE

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2
Dynamic Configuration of Partitioning in Spark Applications
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Dynamic Configuration of Partitioning in Spark Applications

Gounaris, Anastasios ; Kougka, Georgia ; Tous, Ruben ; Tripiana Montes, Carlos ; Torres, Jordi

IEEE transactions on parallel and distributed systems, 2017-07, Vol.28 (7), p.1891-1904 [Periódico revisado por pares]

New York: IEEE

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3
Effective Extensible Programming: Unleashing Julia on GPUs
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Effective Extensible Programming: Unleashing Julia on GPUs

Besard, Tim ; Foket, Christophe ; De Sutter, Bjorn

IEEE transactions on parallel and distributed systems, 2019-04, Vol.30 (4), p.827-841 [Periódico revisado por pares]

New York: IEEE

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4
Guest Editorial
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Guest Editorial

Zhai, 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]

IEEE

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5
A Bi-layered Parallel Training Architecture for Large-Scale Convolutional Neural Networks
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A Bi-layered Parallel Training Architecture for Large-Scale Convolutional Neural Networks

Chen, 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: IEEE

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6
Reproducing Performance of Data-Centric Python by SCC Team From National Tsing Hua University
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Reproducing Performance of Data-Centric Python by SCC Team From National Tsing Hua University

Chang, Fu-Chiang ; Huang, En-Ming ; Kuo, Pin-Yi ; Mou, Chan-Yu ; Ting, Hsu-Tzu ; Wu, Pang-Ning ; Chou, Jerry

IEEE transactions on parallel and distributed systems, 2024, p.1-5 [Periódico revisado por pares]

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7
Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight Supercomputer
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Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight Supercomputer

Chen, Yuedan ; Li, Kenli ; Yang, Wangdong ; Xiao, Guoqing ; Xie, Xianghui ; Li, Tao

IEEE transactions on parallel and distributed systems, 2019-04, Vol.30 (4), p.923-938 [Periódico revisado por pares]

New York: IEEE

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8
Distributed Training of Deep Learning Models: A Taxonomic Perspective
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Distributed Training of Deep Learning Models: A Taxonomic Perspective

Langer, Matthias ; He, Zhen ; Rahayu, Wenny ; Xue, Yanbo

IEEE transactions on parallel and distributed systems, 2020-12, Vol.31 (12), p.2802-2818 [Periódico revisado por pares]

IEEE

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9
Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System
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Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System

Huang, Tsung-Wei ; Lin, Dian-Lun ; Lin, Chun-Xun ; Lin, Yibo

IEEE transactions on parallel and distributed systems, 2022-06, Vol.33 (6), p.1303-1320 [Periódico revisado por pares]

IEEE

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10
Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs
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Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs

You, Yang ; Zhang, Zhao ; Hsieh, Cho-Jui ; Demmel, James ; Keutzer, Kurt

IEEE transactions on parallel and distributed systems, 2019-11, Vol.30 (11), p.2449-2462 [Periódico revisado por pares]

IEEE

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