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Federated Learning on Multimodal Data: A Comprehensive Survey
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:
Yi-Ming Lin, Yuan Gao, Mao-Guo Gong, Si-Jia Zhang, Yuan-Qiao Zhang, Zhi-Yuan Li
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/08/02
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 2367-2380
作者:
Tan, Guangming
;
Shui, Chaoyang
;
Wang, Yinshan
;
Yu, Xianzhi
;
Yan, Yujin
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  |  
浏览/下载:37/0
  |  
提交时间:2021/12/01
Pipeline processing
Graphics processing units
Computer architecture
Supercomputers
Clustering algorithms
Programming
Optimization
LINPACK algorithm
software pipeline
performance model
heterogeneous computing
cluster
Accelerated LiDAR data processing algorithm for self-driving cars on the heterogeneous computing platform
期刊论文
IET COMPUTERS AND DIGITAL TECHNIQUES, 2020, 卷号: 14, 期号: 5, 页码: 201-209
作者:
Li, Wei
;
Liang, Jun
;
Zhang, Yunquan
;
Jia, Haipeng
;
Xiao, Lin
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  |  
浏览/下载:17/0
  |  
提交时间:2020/12/10
feature extraction
optical radar
optimisation
optical information processing
traffic engineering computing
mobile robots
automobiles
accelerated LiDAR data processing algorithm
self-driving cars
heterogeneous computing platform
optimisation
NVIDIA Tegra X2 computing platform
feature extraction
obstacle clustering
Simulation of three-dimensional eutectic growth multi-phase field based on OpenCL parallel
期刊论文
AIP ADVANCES, 2020, 卷号: 10, 期号: 2
作者:
Zhu, Changsheng
;
Guo, Xiuting
;
Feng, Li
;
Uwa Idemudia, Christian
;
Jin, Xian
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浏览/下载:7/0
  |  
提交时间:2020/06/02
Bromine compounds
Chlorine compounds
Computational efficiency
Computer graphics
Computer graphics equipment
Computer software portability
Digital arithmetic
Efficiency
Graphics processing unit
Interface states
Morphology
Oscillating flow
Program processors
Two phase flow
Computing efficiency
Concurrent execution
Eutectic growth morphology
Hardware and software architectures
Heterogeneous platforms
High performance computing
Multi-phase-field model
Qualitative research
Implementation of CAPI and Traditional PCIe and Delay of Comparison
会议论文
Chengdu, China, April 10-13, 2020
作者:
Wang FD(王福东)
;
Zhang T(张涛)
;
Zhao BJ(赵冰洁)
;
Yang F(杨帆)
;
Li QX(李庆鑫)
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  |  
浏览/下载:16/0
  |  
提交时间:2020/06/13
Heterogeneous computing
CAPI
PCIe
Task Allocation Optimization Scheme Based on Queuing Theory for Mobile Edge Computing in 5G Heterogeneous Networks
期刊论文
Mobile Information Systems, 2020, 卷号: 2020
作者:
Xue, Jianbin
;
Wang, Zesen
;
Zhang, Yonggang
;
Wang, Lu
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  |  
浏览/下载:10/0
  |  
提交时间:2020/11/14
Computational complexity
Edge computing
Heterogeneous networks
Internet of things
Queueing networks
Queueing theory
Consumption modeling
Convergence speed
Interior point algorithm
Internet of Things (IOT)
Key technologies
Objective functions
Optimal solutions
Optimization scheme
DNNTune: Automatic Benchmarking DNN Models for Mobile-cloud Computing
期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2019, 卷号: 16, 期号: 4, 页码: 26
作者:
Xia, Chunwei
;
Zhao, Jiacheng
;
Cui, Huimin
;
Feng, Xiaobing
;
Xue, Jingling
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  |  
浏览/下载:2/0
  |  
提交时间:2020/12/10
DNN
mobile-cloud computing
heterogeneous computing
Edge Computing for Autonomous Driving: Opportunities and Challenges
期刊论文
PROCEEDINGS OF THE IEEE, 2019, 卷号: 107, 期号: 8, 页码: 1697-1716
作者:
Liu, Shaoshan
;
Liu, Liangkai
;
Tang, Jie
;
Yu, Bo
;
Wang, Yifan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/12/10
Connected and autonomous vehicles (CAVs)
edge computing
heterogeneous computing
security
vehicle-to-everything (V2X)
vehicular operating system
Refactoring and Optimizing WRF Model on Sunway TaihuLight
会议论文
作者:
Xu, Kai
;
Song, Zhenya
;
Chan, Yuandong
;
Wang, Shida
;
Meng, Xiangxu
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/10/29
Atmospheric modeling
Domain sepcific language
Sunway TailhuLight
Heterogeneous computing
Refactoring and Optimizing WRF Model on Sunway TaihuLight
会议论文
作者:
Xu, Kai
;
Song, Zhenya
;
Chan, Yuandong
;
Wang, Shida
;
Meng, Xiangxu
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2019/10/29
Atmospheric modeling
Domain sepcific language
Sunway TailhuLight
Heterogeneous computing
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