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Toward Efficient Execution of Mainstream Deep Learning Frameworks on Mobile Devices: Architectural Implications 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 3, 页码: 453-466
作者:  Dai, Yuting;  Zhang, Rui;  Xue, Rui;  Liu, Benyong;  Li, Tao
收藏  |  浏览/下载：48/0  |  提交时间：2021/12/01
Deep learning  Mobile handsets  Performance evaluation  Mobile applications  Computational modeling  Quantization (signal)  Central Processing Unit  CPU usage  deep learning (DL)  energy efficiency  microarchitecture  mobile phone  network compression  thermal characterization  
CGNet: A Light-Weight Context Guided Network for Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 1169-1179
作者:  Wu, Tianyi;  Tang, Sheng;  Zhang, Rui;  Cao, Juan;  Zhang, Yongdong
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Semantics  Image segmentation  Context modeling  Computer architecture  Computational modeling  Mobile handsets  Predictive models  Semantic segmentation  surrounding context  global context  context guided  
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：59/0  |  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  
Distributed Multi-Dimensional Pricing for Efficient Application Offloading in Mobile Cloud Computing 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2019, 卷号: 12, 期号: 6, 页码: 925-940
作者:  Xie, Kun;  Wang, Xin;  Xie, Gaogang;  Xie, Dongliang;  Cao, Jiannong;  Ji, Yuqin;  Wen, Jigang
收藏  |  浏览/下载：57/0  |  提交时间：2020/12/10
Cloud computing  Mobile communication  Resource management  Pricing  Mobile handsets  Games  Servers  Mobile cloud  two-side market game  cloud offloading  cloudlet