(IoT)terminals.However,the massive realtime data processing requirements challenge the existing cloud computing model.The edge server is closer to the data source.The end-edge-cloud collaboration offloads the cloud computing tasks to the edge environment,which solves the shortcomings of the cloud in...
In this paper, we propose a cloud-edge-end collaboration intelligent service computation offloading scheme based on Digital Twin (DT) driven Edge Coalition Formation (DECF) approach to improve the offloading efficiency and the total utility of edge servers, respectively. Firstly, we establish a DT ...
Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration.IEEE International Conference on Computer Communications (INFOCOM). 2024 INFOCOM 2024 Top 1 Popular Paper (Out of 256) (as of Sep. 2024 in IEEE Xplore) ...
Aiming at the problem that it is quite hard to guarantee the real-time requirements of medical users with high efficiency and low latency in the current Internet of Medical Things (IoMT), we investigate the task offloading for collaborative cloud-edge-end computing in mobile networks. Non-orthogo...
To realize the benefits of cloud- device collaboration, we let the cloud side do the heavy lifting at beginning to train an initial cloud model. Devices then take over to perform incremental learning tasks using their local data, and build their own models (a.k.a., client model) in a ...
solution, usingOpenUPF(Open User Plane Function) to realize local offloading of 5G private network data, facilitating the construction of 5G independent private network with lightweight core network technology, and accelerating cloud-edge collaboration and integration with field-level edge computing ...
In the Internet of Vehicles scenario, the in-vehicle terminal cannot meet the requirements of computing tasks in terms of delay and energy consumption; the introduction of cloud computing and MEC is an effective way to solve the above problem. The in-veh
security requirements for data fusion and application support of the power monitoring system, management information system, and other business platforms are getting higher and higher, and this paper puts forward a high concurrency and availability “cloud-side-end collaboration” based on edge computing...
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Collaboration Agile development emphasizes open communication channels within teams, between teams, and with customers. Regular communication among project managers, developers, testers, and the customer keeps everyone moving in the same direction and quickly addresses blocking issues. The Daily Scrum meeting...