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A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications
As the explosive growth of smart devices and the advent of many new applications, traffic volume has been growing exponentially. The traditional centralized network architecture cannot accommodate such user demands due to heavy burden on the backhaul ...
Shuo Wang +5 more
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Task offloading optimization in mobile edge computing based on a deep reinforcement learning algorithm using density clustering and ensemble learning [PDF]
Mobile edge computing offloads compute-intensive tasks generated on mobile wireless devices (WD) to edge servers (ES), which provides mobile users with low-latency computing services.
Yi Qin +4 more
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Hierarchical Mobile Edge Computing Architecture Based on Context Awareness
Due to the recent developments in mobile network technology and the supply of mobile devices, services that require high computing power and fast access speed, such as machine learning and multimedia streaming, are attracting attention.
Juyong Lee, Jihoon Lee
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Stackelberg Model Based Distributed Pricing and Computation Offloading in Mobile Edge Computing [PDF]
As a novel computing paradigm,mobile edge computing(MEC) provides low latency and flexible computing and communication services for mobile devices by offloading computing tasks from mobile devices to the physically proximal network edge.However,because ...
CHEN Xuzhan, LIN Bing, CHEN Xing
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Research on security defense of mobile edge computing
Mobile Edge Computing can solve the problem of heavy backhaul link overloaded and long delay effectively by further extending the telecommunication cellular network to other wireless access networks.
CHEN Lu, TANG Hongbo, YOU Wei, BAI Yi
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IEEE Access Special Section Editorial: Mobile Edge Computing
Mobile edge computing (MEC) is emerging as a promising computing architecture by pushing computation and storage closer to end-users with both strategically deployed edge servers and opportunistic available resources.
Yan Zhang +6 more
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With the rapid development of mobile communication technology, the data transmission rate of mobile communication has been significantly improved and emerging Internet of things applications need a lot of computing resources to meet their own computing ...
Jianzhao Sun
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Research on 6G-oriented LEO satellite edge computing architecture
Mobile edge computing(MEC) is proposed to meet the growing computing demands.Driven by ubiquitous connectivity and global regional coverage, Low Earth Orbit(LEO) can break through geographical restrictions and achieve global wireless coverage, which is ...
Wu Jian, Jia Min, Zhang Liang
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LBRO: Load Balancing for Resource Optimization in Edge Computing
Mobile cloud computing and edge computing-based solutions provide means to offload tasks for resource-limited mobile devices. Mobile cloud computing provides remote cloud solutions while edge computing provides closer proximity-based solutions.
Muhammad Ziad Nayyer +6 more
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Deep Learning at the Mobile Edge: Opportunities for 5G Networks
Mobile edge computing (MEC) within 5G networks brings the power of cloud computing, storage, and analysis closer to the end user. The increased speeds and reduced delay enable novel applications such as connected vehicles, large-scale IoT, video ...
Miranda McClellan +2 more
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