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浏览/检索结果: 共6条，第1-6条 帮助 限定条件 内容类型：期刊论文    专题：计算技术研究所    第一署名单位    第一作者单位    通讯作者单位     已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择作者升序作者降序题名升序题名降序发表日期升序发表日期降序提交时间升序提交时间降序 Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712 作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan 收藏  |  浏览/下载：28/0  |  提交时间：2021/12/01 Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods   WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system 期刊论文 JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 卷号: 145, 页码: 202-216 作者:  Cheng Daning;  Li Shigang;  Zhang Yunquan 收藏  |  浏览/下载：35/0  |  提交时间：2020/12/10 SGD  Unbalanced workload  SimuParallel SGD  Distributed system   Distributed machine learning load balancing strategy in cloud computing services 期刊论文 WIRELESS NETWORKS, 2020, 卷号: 26, 期号: 8, 页码: 5517-5533 作者:  Li, Mingwei;  Zhang, Jilin;  Wan, Jian;  Ren, Yongjian;  Zhou, Li 收藏  |  浏览/下载：40/0  |  提交时间：2020/12/10 Mobile service computing  Cloud service  Distributed machine learning  Load balancing  Adaptive fast reassignment   moDNN: Memory Optimal Deep Neural Network Training on Graphics Processing Units 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 卷号: 30, 期号: 3, 页码: 646-661 作者:  Hu, Xiaobo Sharon;  Han, Yinhe;  Chen, Danny Ziyi;  Chen, Xiaoming 收藏  |  浏览/下载：34/0  |  提交时间：2019/04/03 Deep neural networks  graphics processing units  memory usage   Parameter Communication Consistency Model for Large-Scale Security Monitoring Based on Mobile Computing 期刊论文 IEEE ACCESS, 2019, 卷号: 7, 页码: 171884-171897 作者:  Yang, Rui;  Zhang, Jilin;  Wan, Jian;  Zhou, Li;  Shen, Jing 收藏  |  浏览/下载：2/0  |  提交时间：2020/12/10 Mobile computing  security monitoring  distributed machine learning  limited synchronous parallel model  parameter server   Model Aggregation Method for Data Parallelism in Distributed Real-Time Machine Learning of Smart Sensing Equipment 期刊论文 IEEE ACCESS, 2019, 卷号: 7, 页码: 172065-172073 作者:  Fan, Yuchen;  Zhang, Jilin;  Zhao, Nailiang;  Ren, Yongjian;  Wan, Jian 收藏  |  浏览/下载：1/0  |  提交时间：2020/12/10 Distributed machine learning  stochastic gradient descent  model aggregation method  smart sensing equipment