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2D-HRA: Two-Dimensional Hierarchical Ring-Based All-Reduce Algorithm in Large-Scale Distributed Machine Learning 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 183488-183494
作者:  Jiang, Youhe;  Gu, Huaxi;  Lu, Yunfeng;  Yu, Xiaoshan
收藏  |  浏览/下载:29/0  |  提交时间:2021/12/01
Distributed machine learning  large-scale cluster  topology  communication overhead  all-reduce  
DMPSO: Diversity-Guided Multi-Mutation Particle Swarm Optimizer 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 124008-124025
作者:  Tian, Dongping;  Zhao, Xiaofei;  Shi, Zhongzhi
收藏  |  浏览/下载:58/0  |  提交时间:2019/12/10
Particle swarm optimization  opposition-based learning  swarm diversity  inertial weight  premature convergence  local optima  mutation strategy  
Trend-Smooth: Accelerate Asynchronous SGD by Smoothing Parameters Using Parameter Trends 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 156848-156859
作者:  Cui, Guoxin;  Guo, Jiafeng;  Fan, Yixing;  Lan, Yanyan;  Cheng, Xueqi
收藏  |  浏览/下载:35/0  |  提交时间:2020/12/10
Training  Market research  Acceleration  Convergence  Servers  Stochastic processes  Machine learning  Parameter trend  asynchronous SGD  accelerate training  
Impact of Personality on Task Selection in Crowdsourcing Software Development: A Sorting Approach 期刊论文
IEEE ACCESS, 2017, 卷号: 5, 页码: 18287-18294
作者:  Tunio, Muhammad Zahid;  Luo, Haiyong;  Cong, Wang;  Fang, Zhao;  Gilal, Abdul Rehman;  Abro, Ahsanullah;  Shao Wenhua
收藏  |  浏览/下载:55/0  |  提交时间:2019/12/12
Crowdsource  software development  personality types  MBTI  sorting