研究成果

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

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作者:Jianguo Chen, Kenli Li, Kashif Bilal, Xu Zhou, Keqin Li, and Philip S. Yu
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 30(5): 965-976 2019 [Journal Paper]

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

With the emergence of the big data age, the issue of how to obtain valuable knowledge from a dataset efficiently and accurately has attracted increasingly attention from both academia and industry. This paper presents a ...

作者:Jianguo Chen, Kenli Li, Zhuo Tang, Kashif Bilal, Shui Yu, Chuliang Weng, and Keqin Li
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 28(4): 919-933 2017 [Journal Paper]