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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  
Transductive Semi-Supervised Metric Network for Reject Inference in Credit Scoring 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 10
作者:  Guo, Zhiyu;  Ao, Xiang;  He, Qing
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Credit scoring  metric learning  reject inference  transductive learning  
EALI: Energy-aware layer-level scheduling for convolutional neural network inference services on GPUs 期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 265-281
作者:  Yao, Chunrong;  Liu, Wantao;  Liu, Zhibing;  Yan, Longchuan;  Hu, Songlin;  Tang, Weiqing
收藏  |  浏览/下载：32/0  |  提交时间：2022/12/07
Scheduling  Convolutional neural networks (CNNs)  GPUs  Service-level-objective (SLO)  Energy minimization  Inference services  
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)  
Efficiently Inferring Top-k Largest Monitoring Data Entries Based on Discrete Tensor Completion 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 卷号: 29, 期号: 6, 页码: 2737-2750
作者:  Tian, Jiazheng;  Xie, Kun;  Wang, Xin;  Xie, Gaogang;  Li, Kenli;  Wen, Jigang;  Zhang, Dafang;  Cao, Jiannong
收藏  |  浏览/下载：28/0  |  提交时间：2022/06/21
Top-k largest entry inference  tensor completion  
TWIRLS, a knowledge-mining technology, suggests a possible mechanism for the pathological changes in the human host after coronavirus infection via ACE2 (vol 81, pg 1004, 2020) 期刊论文
DRUG DEVELOPMENT RESEARCH, 2021, 页码: 1
作者:  Niu, Gang
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
coronavirus  cytokine storm  literature mining  renin  angiotensin system  topic inference  
Roulette: A Pruning Framework to Train a Sparse Neural Network From Scratch 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 51134-51145
作者:  Zhong, Qiaoling;  Zhang, Zhibin;  Qiu, Qiang;  Cheng, Xueqi
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Network pruning  inference acceleration  model compression  multiple GPUs  
TWIRLS, a knowledge-mining technology, suggests a possible mechanism for the pathological changes in the human host after coronavirus infection via ACE2 期刊论文
DRUG DEVELOPMENT RESEARCH, 2020, 卷号: 81, 期号: 8, 页码: 1004-1018
作者:  Ji, Xiaoyang;  Tan, Wenting;  Zhang, Chunming;  Zhai, Yubo;  Hsueh, Yiching;  Zhang, Zhonghai;  Zhang, Chunli;  Lu, Yanqiu;  Duan, Bo;  Tan, Guangming;  Na, Renhua;  Deng, Guohong;  Niu, Gang
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
coronavirus  cytokine storm  literature mining  renin‐  angiotensin system  topic inference  
Evaluating and analyzing the energy efficiency of CNN inference on high-performance GPU 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 26
作者:  Yao, Chunrong;  Liu, Wantao;  Tang, Weiqing;  Guo, Jinrong;  Hu, Songlin;  Lu, Yijun;  Jiang, Wei
收藏  |  浏览/下载：64/0  |  提交时间：2020/12/10
CNNs  energy efficiency  high-performance GPU  inference  
Probabilistic inference on uncertain semantic link network and its application in event identification 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 卷号: 104, 页码: 32-42
作者:  Li, Wei;  Zhuge, Hai
收藏  |  浏览/下载：44/0  |  提交时间：2020/12/10
Probabilistic inference  Probabilistic semantic link network  Semantic link network  Event extraction