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科研机构
计算技术研究所 [10]
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期刊论文 [10]
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2021 [1]
2020 [1]
2019 [4]
2017 [2]
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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
An efficient local search algorithm for solving maximum edge weight clique problem in large graphs
期刊论文
JOURNAL OF COMBINATORIAL OPTIMIZATION, 2020, 页码: 22
作者:
Chu, Yi
;
Liu, Boxiao
;
Cai, Shaowei
;
Luo, Chuan
;
You, Haihang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/12/10
Graph reduction
Maximum edge weight clique problem
Stochastic local search
Fine-grained alignment of cryo-electron subtomograms based on MPI parallel optimization
期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 13
作者:
Lu, Yongchun
;
Zeng, Xiangrui
;
Zhao, Xiaofang
;
Li, Shirui
;
Li, Hua
收藏
  |  
浏览/下载:74/0
  |  
提交时间:2019/12/10
Stochastic average gradient
Fine-grained alignment
Cryo-ET
MPI
Empirical investigation of stochastic local search for maximum satisfiability
期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2019, 卷号: 13, 期号: 1, 页码: 86-98
作者:
Chu, Yi
;
Luo, Chuan
;
Cai, Shaowei
;
You, Haihang
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2019/04/03
empirical investigation
stochastic local search
maximum satisfiability
industrial instances
additive BMS
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
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:2/0
  |  
提交时间:2020/12/10
Training
Market research
Acceleration
Convergence
Servers
Stochastic processes
Machine learning
Parameter trend
asynchronous SGD
accelerate training
Cooperative Multicast With Location Aware Distributed Mobile Relay Selection: Performance Analysis and Optimized Design
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 卷号: 66, 期号: 9, 页码: 8291-8302
作者:
Zhou, Yiqing
;
Liu, Hang
;
Pan, Zhengang
;
Tian, Lin
;
Shi, Jinglin
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/12
Coverage ratio
multicast
mobile relay selection
stochastic geometry
two-stage cooperative transmission
TDMA Versus CSMA/CA for Wireless Multihop Communications: A Stochastic Worst-Case Delay Analysis
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 卷号: 13, 期号: 2, 页码: 877-887
作者:
Wang, Qi
;
Jaffres-Runser, Katia
;
Xu, Yongjun
;
Scharbarg, Jean-Luc
;
An, Zhulin
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2019/12/12
CSMA/CA
IEEE802.11 DCF
stochastic worst-case end-to-end delay
time division multiple access (TDMA)
wireless multihop networks
Security Analysis for Web Service Behaviors Based on Hierarchical Stochastic Game Model
期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2015, 卷号: 24, 期号: 3, 页码: 449-454
作者:
Lv Junjie
;
Wang Yuanzhuo
;
Li Jingyuan
;
Meng Kun
;
Lin Chuang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/13
Hierarchical stochastic game nets
Web service behaviors
Security analysis
Attack
Defence
Stochastic collocation method for interconnect delay estimation in the presence of process variations
期刊论文
ACTA PHYSICA SINICA, 2009, 卷号: 58, 期号: 6, 页码: 3603-3610
作者:
Li Xin
;
Wang, Janet M.
;
Tang Wei-Qing
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/16
process variations
stochastic interconnect model
stochastic collocation method
polynomial chaos expression
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