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AI at the Edge: Cloud-Edge Synergy
International Journal of Innovative Science and Research TechnologyThe new paradigm of AI at the Edge and its synergy with Cloud Computing to combine the advantages of local data processing and analysis with the scalability and resources offered by cloud systems is explained in this paper. AI capabilities deployed at the Edge enable real-time decision-making, reduced latency, and improved efficiency across various ...
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Sustainable AI Processing at the Edge
IEEE Micro, 2023Sébastien Ollivier +9 more
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Security and Privacy on 6G Network Edge: A Survey
IEEE Communications Surveys and Tutorials, 2023Bomin Mao, Jiajia Liu, Yingying Wu
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Resource Scheduling in Edge Computing: A Survey
IEEE Communications Surveys and Tutorials, 2021Quyuan Luo, Shihong Hu, Changle Li
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Federated Learning in Mobile Edge Networks: A Comprehensive Survey
IEEE Communications Surveys and Tutorials, 2020Wei Yang Bryan Lim +2 more
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Distributed Artificial Intelligence Empowered by End-Edge-Cloud Computing: A Survey
IEEE Communications Surveys and Tutorials, 2023Sijing Duan, Dan Wang, Ju Ren
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Edge Artificial Intelligence is progressively pervading all aspects of our life. However, to perform complex tasks, a massive amount of matrix multiplications needs to be computed. At the same time, the available hardware resources for computation are highly limited. The pressing need for efficiency serves as the motivation for this dissertation.
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Edge Computing in Industrial Internet of Things: Architecture, Advances and Challenges
IEEE Communications Surveys and Tutorials, 2020Tie Qiu, Jiancheng Chi, Xiaobo Zhou
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Convergence of Edge Computing and Deep Learning: A Comprehensive Survey
IEEE Communications Surveys and Tutorials, 2020Xiaofei Wang +2 more
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