中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
计算技术研究所 [19]
软件研究所 [11]
地理科学与资源研究所 [8]
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沈阳自动化研究所 [5]
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期刊论文 [44]
会议论文 [15]
SCI/SSCI论文 [4]
学位论文 [2]
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2024 [5]
2022 [4]
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Personalized Federated Learning With Adaptive Batchnorm for Healthcare
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:
Lu, Wang
;
Wang, Jindong
;
Chen, Yiqiang
;
Qin, Xin
;
Xu, Renjun
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/12/06
Medical services
Collaborative work
Data models
Adaptation models
Computational modeling
Machine learning
Data privacy
Distributed computing
federated learning
personalization
batch normalization
healthcare
FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence
期刊论文
OAI收割
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:
Wu, Zhiyuan
;
Sun, Sheng
;
Wang, Yuwei
;
Liu, Min
;
Xu, Ke
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/12/06
Computer architecture
Training
Servers
Computational modeling
Data models
Adaptation models
Performance evaluation
Distributed architecture
edge computing
personalized federated learning
knowledge distillation
communication efficiency
FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1174-1188
作者:
Li, Xiaqing
;
Guo, Qi
;
Zhang, Guangyan
;
Ye, Siwei
;
He, Guanhua
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/12/06
Deep learning
distributed hyper-parameter tuning (HPT) system
parallel computing
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 952-966
作者:
Wu, Zhiyuan
;
Sun, Sheng
;
Wang, Yuwei
;
Liu, Min
;
Pan, Quyang
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/12/06
Computational modeling
Data models
Training
Servers
Multitasking
Adaptation models
Optimization
Distributed optimization
federated learning
knowledge distillation
multi-access edge computing
multi-task learning
Dynamic Task Offloading in Distributed VEC Networks: An Exploration and Exploitation Assisted Contract-Theoretic Approach
期刊论文
OAI收割
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 4, 页码: 5717-5729
作者:
Shen, Rujing
;
Gao, Mingjin
;
Li, Wei
;
Li, Yonghui
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/12/06
Distributed vehicular edge computing
contract based task offloading
energy harvesting
exploration and exploitation
A Survey on Collaborative DNN Inference for Edge Intelligence
期刊论文
OAI收割
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 370-395
作者:
Wei-Qing Ren
;
Yu-Ben Qu
;
Chao Dong
;
Yu-Qian Jing
;
Hao Sun
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/04/23
Artificial intelligence (AI), edge intelligence (EI), distributed computing, deep neural network (DNN), collaborative inference
NetSHa: In-Network Acceleration of LSH-Based Distributed Search
期刊论文
OAI收割
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 9, 页码: 2213-2229
作者:
Zhang, Penghao
;
Pan, Heng
;
Li, Zhenyu
;
Cui, Penglai
;
Jia, Ru
  |  
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2022/12/07
Servers
Indexes
Costs
Task analysis
Hash functions
Concurrent computing
Aggregates
Local sensitive hashing
distributed search
in-network computation
Fast and accurate variable batch size convolution neural network training on large scale distributed systems
期刊论文
OAI收割
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 页码: 26
作者:
Hu, Zhongzhe
;
Xiao, Junmin
;
Sun, Ninghui
;
Tan, Guangming
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/12/07
deep learning
distributed computing
ImageNet-1K
large-batch training
synchronous SGD
Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431
作者:
Shi, Xiaoyu
;
He, Qiang
;
Luo, Xin
;
Bai, Yanan
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/08/22
Recommender systems
Training
Optimization
Big Data
Cloud computing
Computational modeling
Sparse matrices
Recommender system
latent factor analysis
high-dimensional and sparse matrices
alternative stochastic gradient descent
distributed computing
A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
作者:
Lun Hu
;
Shicheng Yang
;
Xin Luo
;
Huaqiang Yuan
;
Khaled Sedraoui
  |  
收藏
  |  
浏览/下载:89/0
  |  
提交时间:2021/11/03
Distributed computing
large-scale prediction machine learning
MapReduce
protein-protein interaction (PPI)