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	History-Aware Online Cache Placement in Fog-Assisted IoT Systems: An Integration of Learning and Control 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 19, 页码: 14683 - 14704 作者: Xin Gao; Xi Huang; Yinxu Tang; Ziyu Shao; Yang Yang Adobe PDF(1048Kb) \| 收藏 \| 浏览/下载：624/165 \| 提交时间：2021/12/14 Internet of Things Wireless communication Delays Task analysis Uncertainty Servers Measurement Fog computing history-aware bandit learning Internet of Things (IoT) learning-aided online control proactive caching
	An integration of online learning and online control for green offloading in fog-assisted IoT systems 会议论文 IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING 作者: Gao, Xin; Huang, Xi; Shao, Ziyu; Yang, Yang Adobe PDF(1426Kb) \| 收藏 \| 浏览/下载：234/0 \| 提交时间：2022/12/09 Learning systems System theory Online systems Fog computing Energy utilization Internet of things Decision making E-learning Green computing Energy efficiency Decision making process Energy efficient Extensive simulations Finite time horizon Multi armed bandit Processing capacities Time-averaged energy Transmission rates
	Peer Offloading with Delayed Feedback in Fog Networks 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 17, 页码: 13690-13702 作者: Miao Yang; Hongbin Zhu; Hua Qian; Yevgeni Koucheryavy; Konstantin Samouylov Adobe PDF(785Kb) \| 收藏 \| 浏览/下载：574/182 \| 提交时间：2021/12/03 Fog Computation burden Computation offloading Contention resolution Delayed information Performance analysis Performance metrices Real time application Selection problems Task analysis Computational modeling Peer-to-peer computing Internet of Things Real-time systems Heuristic algorithms Edge computing Adversarial multiarm bandit delayed feedback fog computing reinforcement learning task offloading
	An Integration of Online Learning and Online Control for Green Offloading in Fog-Assisted IoT Systems 期刊论文 IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2021, 卷号: 5, 期号: 3, 页码: 1632-1646 作者: Xin Gao; Xi Huang; Ziyu Shao; Yang Yang Adobe PDF(1427Kb) \| 收藏 \| 浏览/下载：359/0 \| 提交时间：2021/11/24 Task analysis Energy consumption Uncertainty System dynamics Learning systems Decision making Optimization Internet of Things task offloading energy consumption fog computing bandit learning learning-aided control Energy efficiency Energy utilization Fog Internet of things Online systems System theory Decision making process Energy efficient Extensive simulations Finite time horizon Multi armed bandit Processing capacities Time averaged energy Transmission rates
	An Efficient Binary Convolutional Neural Network with Numerous Skip Connections for Fog Computing 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 14, 页码: 11357-11367 作者: Lijun Wu; Xu Lin; Zhicong Chen; Jingchang Huang; Huawei Liu Adobe PDF(1614Kb) \| 收藏 \| 浏览/下载：433/0 \| 提交时间：2021/12/03 Classification (of information) Convolution Convolutional neural networks Deep learning Fog Binary neural networks Classification accuracy Classification performance Classification results Convolution kernel Network features Receiver operating characteristic curves State of the art algorithms Neural networks Edge computing Cloud computing Acceleration Feature extraction Internet of Things Binary convolutional neural networks concatenation fog computing max-pooling operation skip connections straight-through estimator (STE)
	Energy-Efficient Task Offloading in Massive MIMO-Aided Multi-Pair Fog-Computing Networks 期刊论文 IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 卷号: 69, 期号: 4, 页码: 2123-2137 作者: Kunlun Wang; Yong Zhou; Jun Li; Long Shi; Wen Chen Adobe PDF(1397Kb) \| 收藏 \| 浏览/下载：906/239 \| 提交时间：2021/05/28 Fog computing massive MIMO computational task offloading energy efficiency fog access node
	CATS: Cost Aware Task Scheduling in Multi-Tier Computing Networks 期刊论文计算机研究与发展, 2020, 卷号: 57, 期号: 9, 页码: 1810-1822 作者: Liu, Zening; Li, Kai; Wu, Liantao; Wang, Zhi; Yang, Yang Adobe PDF(2102Kb) \| 收藏 \| 浏览/下载：228/0 \| 提交时间：2022/12/09 Computing power Cost functions Computer games Internet of things Numerical methods Scheduling algorithms computation offloading Fog Multitasking Computation loads Computation offloading Computing resource Computing technology Distributed tasks Near-optimal performance Potential games Weighted cost functions
	Online Task Scheduling and Resource Allocation for Intelligent NOMA-Based Industrial Internet of Things 期刊论文 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2020, 卷号: 38, 期号: 5, 页码: 803-815 作者: Kunlun Wang; Yong Zhou; Zening Liu; Ziyu Shao; Xiliang Luo Adobe PDF(1038Kb) \| 收藏 \| 浏览/下载：808/0 \| 提交时间：2019/12/16 Fog computing industrial Internet of Things non-orthogonal multiple access delay-energy tradeoff online learning
	PEER TO PEER OFFLOADING WITH DELAYED FEEDBACK: AN ADVERSARY BANDIT APPROACH 会议论文 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, Barcelona, SPAIN, MAY 04-08, 2020 作者: Yang, Miao; Zhu, Hongbin; Wang, Haifeng; Koucheryavy, Yevgeni; Samouylov, Konstantin Adobe PDF(646Kb) \| 收藏 \| 浏览/下载：172/0 \| 提交时间：2022/11/08 Fog computing adversary multi-arm bandit reinforcement learning task offloading delayed feed-back Fog Quality of service computation offloading Computation offloading Delayed feedback Online learning Peer to peer Quality of experience (QoE) Real-time application Selection problems
	Optimal Query Policy and Task Offloading in Dynamic Environments 会议论文 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), ELECTR NETWORK, JUN 07-11, 2020 作者: Jun Zong; Fuqian Yang; Xiliang Luo Adobe PDF(461Kb) \| 收藏 \| 浏览/下载：311/0 \| 提交时间：2021/04/01 Fog computing edge computing task offloading query reinforcement learning Computational complexity Edge computing Dynamic environments Low complexity algorithm Numerical results Optimal query System Dynamics System knowledge Task offloading

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