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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：58/0  |  提交时间：2020/12/10
CNNs  energy efficiency  high-performance GPU  inference  
Space-address decoupled scratchpad memory management for neural network accelerators 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 13
作者:  Zhang, Zhenxing;  Sun, Shiyan;  Chen, Xunyu;  Zhi, Tian;  Guo, Qi;  Chen, Yunji
收藏  |  浏览/下载：63/0  |  提交时间：2020/12/10
deep neural network  memory management  scratchpad memory  
Reinforcement Learning-Based Mobile Offloading for Edge Computing Against Jamming and Interference 期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 卷号: 68, 期号: 10, 页码: 6114-6126
作者:  Xiao, Liang;  Lu, Xiaozhen;  Xu, Tangwei;  Wan, Xiaoyue;  Ji, Wen;  Zhang, Yanyong
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Task analysis  Mobile handsets  Edge computing  Computational modeling  Interference  Energy consumption  Jamming  Mobile offloading  edge computing  interference  jamming  reinforcement learning  
Architecting Effectual Computation for Machine Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 10, 页码: 2654-2667
作者:  Lu, Hang;  Zhang, Mingzhe;  Han, Yinhe;  Wang, Qi;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：88/0  |  提交时间：2020/12/10
Computational modeling  Throughput  Adders  Machine learning  Acceleration  Kernel  Computational efficiency  Accelerator architectures  neural network hardware  multiplying circuits  
A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 18
作者:  He, Wei;  Huang, Jinguo;  Wang, Tengxiao;  Lin, Yingcheng;  He, Junxian;  Zhou, Xichuan;  Li, Ping;  Wang, Ying;  Wu, Nanjian;  Shi, Cong
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
address-event representation (AER)  Random Ferns  object classification  neuromorphic hardware  online learning  on-chip learning  
A virtualized data center energy-saving mechanism based on switching operating mode of physical servers and reserving virtual machines 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 13
作者:  Yin, Chunxia;  Liu, Jian;  Jin, Shunfu
收藏  |  浏览/下载：46/0  |  提交时间：2020/12/10
cost function  energy-saving mechanism  Markov chain  virtualized data center  
Architectural Support for NVRAM Persistence in GPUs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2020, 卷号: 31, 期号: 5, 页码: 1107-1120
作者:  Chen, Sui;  Liu, Lei;  Zhang, Weihua;  Peng, Lu
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
NVRAM  persistence  GPUs  helper warps  
A Joint Information and Energy Cooperation Framework for CR-Enabled Macro-Femto Heterogeneous Networks 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 4, 页码: 2828-2839
作者:  Xiao, Zhu;  Li, Fancheng;  Jiang, Hongbo;  Bai, Jing;  Xu, Jisheng;  Zeng, Fanzi;  Liu, Min
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Energy cooperation  heterogeneous networks (HetNets)  information cooperation  wireless energy transfer (WET)  
Crowd V-IoE: Visual Internet of Everything Architecture in AI-Driven Fog Computing 期刊论文
IEEE WIRELESS COMMUNICATIONS, 2020, 卷号: 27, 期号: 2, 页码: 51-57
作者:  Ji, Wen;  Liang, Bing;  Wang, Yuqin;  Qiu, Rui;  Yang, Zheming
收藏  |  浏览/下载：40/0  |  提交时间：2020/12/10
An Energy-Efficient Task Scheduling Mechanism with Switching On/Sleep Mode of Servers in Virtualized Cloud Data Centers 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020, 页码: 11
作者:  Yin Chunxia;  Liu Jian;  Jin Shunfu
收藏  |  浏览/下载：40/0  |  提交时间：2020/12/10