中国科学院计算技术研究所机构知识库

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	Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文 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;  Dimitriadis, Dimitrios;  Qin, Tao 收藏  |  浏览/下载：1/0  |  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 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;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda 收藏  |  浏览/下载：1/0  |  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 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;  Yao, Yiheng;  Zhang, Rui;  Hao, Yifan;  Du, Zidong;  Zheng, Weimin 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 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;  Jiang, Xuefeng;  Gao, Bo 收藏  |  浏览/下载：1/0  |  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 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：1/0  |  提交时间：2024/12/06 Distributed vehicular edge computing  contract based task offloading  energy harvesting  exploration and exploitation
	NetSHa: In-Network Acceleration of LSH-Based Distributed Search 期刊论文 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;  He, Peng;  Zhang, Zhibin;  Tyson, Gareth;  Xie, Gaogang 收藏  |  浏览/下载：31/0  |  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 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：26/0  |  提交时间：2022/12/07 deep learning  distributed computing  ImageNet-1K  large-batch training  synchronous SGD
	Towards In-Network Compact Representation: Mergeable Counting Bloom Filter Vis Cuckoo Scheduling 期刊论文 IEEE ACCESS, 2021, 卷号: 9, 页码: 55329-55339 作者:  Liu, Wenjing;  Xu, Zhiwei;  Tian, Jie;  Zhang, Yujun 收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01 Arrays  Merging  Random access memory  Edge computing  Distributed databases  Schedules  Electronic mail  Edge computing  in-network data representation  compact representation  mergeable counting bloom filter  cuckoo-based bit array scheduling
	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;  Wu, Baofu;  Yang, Rui;  Wang, Jue 收藏  |  浏览/下载：294/0  |  提交时间：2020/12/10 Mobile service computing  Cloud service  Distributed machine learning  Load balancing  Adaptive fast reassignment
	Asynchronous Computability Theorem in Arbitrary Solo Models 期刊论文 MATHEMATICS, 2020, 卷号: 8, 期号: 5, 页码: 18 作者:  Yue, Yunguang;  Lei, Fengchun;  Liu, Xingwu;  Wu, Jie 收藏  |  浏览/下载：49/0  |  提交时间：2020/12/10 distributed computing  asynchronous computability  solo model  solvability  combinatorial topology