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MJOA-MU: End-to-edge collaborative computation for DNN inference based on model uploading 期刊论文
COMPUTER NETWORKS, 2023, 卷号: 231, 页码: 17
作者:  Yang, Huan;  Sun, Sheng;  Liu, Min;  Zhang, Qiuping;  Wang, Yuwei
收藏  |  浏览/下载:12/0  |  提交时间:2023/12/04
DNN inference  Model uploading  DNN partitioning  Resource allocation  
EAIS: Energy-aware adaptive scheduling for CNN inference on high-performance GPUs 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2022, 卷号: 130, 页码: 253-268
作者:  Yao, Chunrong;  Liu, Wantao;  Tang, Weiqing;  Hu, Songlin
收藏  |  浏览/下载:23/0  |  提交时间:2022/12/07
Energy-aware  Convolutional neural network (CNN) inference  High-performance GPUs  Workload scheduling  Service-Level-Objective (SLO)  
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:40/0  |  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  
Big Data Architecture for Scalable and Trustful DNS based on Sharded DAG Blockchain 期刊论文
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2021, 页码: 16
作者:  Chen, Wenyu;  Yang, Xue;  Zhang, Haikuo;  Xu, Yanzhi;  Pang, Zihan
收藏  |  浏览/下载:40/0  |  提交时间:2021/12/01
Domain Name System (DNS)  Big data  Blockchain consensus  Directed Acyclic Graph (DAG)  Trustful data management  
Distributed Self-Clock: A Suitable Architecture for SFQ Circuits 期刊论文
IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2020, 卷号: 30, 期号: 7, 页码: 7
作者:  Yang, Jia-Hong;  Tang, Guang-Ming;  Zheng, Xiang-Yu;  Ye, Xiao-Chun;  Fan, Dong-Rui;  Zhang, Zhi-Min;  Sun, Ning-Hui
收藏  |  浏览/下载:398/0  |  提交时间:2020/12/10
Integrated circuit  microprocessors  single flux quantum (SFQ)  timing scheme  
A highly-random hopping sequence for jamming-resilient channel rendezvous in distributed cognitive radio networks 期刊论文
COMPUTERS & SECURITY, 2020, 卷号: 96, 页码: 12
作者:  Yang, Bo
收藏  |  浏览/下载:52/0  |  提交时间:2020/12/10
Cognitive radio networks  Hopping sequences  Distributed rendezvous algorithms  Chinese remainder theorem  Anti-jamming  Information entropy  
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:45/0  |  提交时间:2020/12/10
distributed computing  asynchronous computability  solo model  solvability  combinatorial topology  
Addressing Sparsity in Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 10, 页码: 1858-1871
作者:  Zhou, Xuda;  Du, Zidong;  Zhang, Shijin;  Zhang, Lei;  Lan, Huiying;  Liu, Shaoli;  Li, Ling;  Guo, Qi;  Chen, Tianshi;  Chen, Yunji
收藏  |  浏览/下载:262/0  |  提交时间:2019/12/10
Accelerator  architecture  deep neural networks (DNNs)  sparsity  
A Quaternary-Encoding-Based Channel Hopping Algorithm for Blind Rendezvous in Distributed IoTs 期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 卷号: 67, 期号: 10, 页码: 7316-7330
作者:  Zhang, Zengqi;  Yang, Bo;  Liu, Min;  Li, Zhongcheng;  Guo, Xiaobing
收藏  |  浏览/下载:34/0  |  提交时间:2020/12/10
Distributed rendezvous algorithm  hopping sequence design  6B/8B encoding  Chinese remainder theorem  
Dual-Stream Recurrent Neural Network for Video Captioning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 8, 页码: 2482-2493
作者:  Xu, Ning;  Liu, An-An;  Wong, Yongkang;  Zhang, Yongdong;  Nie, Weizhi;  Su, Yuting;  Kankanhalli, Mohan
收藏  |  浏览/下载:82/0  |  提交时间:2019/12/10
Video captioning  hidden state fusion  dual stream  recurrent neural network  attention module