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ACPR: Adaptive Classification Predictive Repair Method for Different Fault Scenarios 期刊论文
IEEE ACCESS, 2024, 卷号: 12, 页码: 4631-4641
作者:  Song, Ying;  Zheng, Peisen;  Tian, Yingai;  Wang, Bo
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Distributed storage system  data recovery  erasure coding  
CloudDLP: Transparent and Scalable Data Sanitization for Browser-Based Cloud Storage 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 68449-68459
作者:  Han, Peiyi;  Liu, Chuanyi;  Cao, Jiahao;  Duan, Shaoming;  Pan, Hezhong;  Cao, Zekun;  Fang, Binxing
收藏  |  浏览/下载：95/0  |  提交时间：2020/12/10
Cloud computing  Machine learning  Browsers  Protocols  Cryptography  Electronic mail  Data loss prevention  data sanitization  data security  cloud storage  
Wireless Channel Propagation Scenarios Identification: A Perspective of Machine Learning 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 47797-47806
作者:  Zhang, Jiachi;  Liu, Liu;  Fan, Yuanyuan;  Zhuang, Lingfan;  Zhou, Tao;  Piao, Zheyan
收藏  |  浏览/下载：37/0  |  提交时间：2020/12/10
Wireless channel  scenarios identification  machine learning  QuaDRiGa platform  high-speed railway scenarios  
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  
CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 71607-71615
作者:  Fan, Shengyu;  Yu, Hui;  Lu, Dianjie;  Jiao, Shuai;  Xu, Weizhi;  Liu, Fangai;  Liu, Zhiyong
收藏  |  浏览/下载：234/0  |  提交时间：2019/08/16
Convolutional neural network  sparse matrix vector multiplication  neural networks  convolution  sparse matrices  
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  
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;  Zhou, Li;  Shen, Zhongyu;  Wang, Jue;  Zhang, Juncong;  Wei, Zhenguo
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Distributed machine learning  stochastic gradient descent  model aggregation method  smart sensing equipment  
Scheduling-Efficient Framework for Neural Network on Heterogeneous Distributed Systems and Mobile Edge Computing Systems 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 171853-171863
作者:  Zhou, Xiang;  Zhang, Jilin;  Wan, Jian;  Zhou, Li;  Wei, Zhenguo;  Zhang, Juncong
收藏  |  浏览/下载：39/0  |  提交时间：2020/12/10
Heterogeneous distributed system  mobile edge computing system  adaptive scheduling  large-scale machine learning  
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;  Zhang, Yunchen;  Wei, Zhenguo;  Zhang, Juncong;  Wang, Jue
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Mobile computing  security monitoring  distributed machine learning  limited synchronous parallel model  parameter server  
Processor Design Space Exploration via Statistical Sampling and Semi-Supervised Ensemble Learning 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 25495-25505
作者:  Li, Dandan;  Yao, Shuzhen;  Wang, Ying
收藏  |  浏览/下载：46/0  |  提交时间：2019/12/10
Design space exploration  Latin hypercube sampling  adaboost  microprocessor design