Moreover, we devise an end-edge-cloud collaborative computing offloading method based on improved Strength Pareto Evolutionary Algorithm 2 for addressing this mode. Finally, compared to benchmark methods, numerous experiments have proved that our proposed method is effective and efficient and can be ...
we propose an edge workload evolution model that describes how the workload of the edge servers change over time with a given cloud assistance policy. On this basis, we quantify the effectiveness of the policy by using the resulting overall latency and formulate an optimal control problem ...
Therefore, this paper designs an edge鈥揺nd鈥揷loud integrated multi-unmanned system payload management and computing platform (IMUC) that combines edge, end, and cloud computing. By utilizing the immense computational power and storage resources of the cloud, the platform enables cloud-based online...
In this paper, a resource allocation method based on multi-agent reinforcement learning (MARL) in end-edge-cloud enabled IIoT is proposed. The method builds an end-edge-cloud collaboration resource management model in IIoT scenarios, and constructs the optimization problem of minimizing task ...
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) ...
See how Intel powers visual cloud and edge solutions such as CDN; media processing, production, and analytics; cloud gaming; VDI; and immersive media.
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...
The combination of edge–end–cloud synergizes edge computing, end devices, and cloud computing with each other to achieve efficient data processing and computational resource management [3]. Edge devices, as edge nodes, can quickly process and filter data, transmitting key information to the cloud...
See how Intel powers visual cloud and edge solutions such as CDN; media processing, production, and analytics; cloud gaming; VDI; and immersive media.
Oracle Compute Cloud@Customer Compute Cloud@Customer is a fully managed solution delivering core OCI services to any on-premises edge location for a consistent hybrid experience. It allows customers to run applications and workloads on-premises using familiar OCI services, tools, and APIs. With Compu...