(Color online) End-edge-cloud architecture within a city 3.2 城市间视觉端边云架构 为了实现超级智慧城市群的愿景, 需要探索城市群的视觉端边云架构, 研究不同场景中端边云系统群的数据共性特征、传输结构之间的协同关联, 打破各个端边云系统场景的数据孤岛等技术壁垒, 实现面向大规模多层次城市系统的群体自主协...
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 ...
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...
The digital twin driven system framework for end-edge-cloud collaborative network environment is designed and shown in Fig. 1, where it operates over three parts, that is, the end user, the edge cloud and the core cloud. To better support the collaboration among them, four main modules are...
Edge computing has become a fundamental technology for Internet of Things (IoT) applications. To provide reliable services for latency-sensitive applications, edge servers must respond to end devices within the shortest amount of time possible. Edge dist
This Special Section aims at providing a platform for sharing the state-of-the-art research and development on end-edge-cloud orchestration and publishing original research and peer-reviewed articles targeted to all readers of IEEE Transactions on Industrial Informatics. The content of the special iss...
Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration.IEEE International Conference on Computer Communications (INFOCOM). 2024 (Accepted) Run this DEMO python main_fedagg.py Cite this work @inproceedings{wu2024agglomerative,title={Agglomerative federated learning:...
Editorial of CCF transactions on networking: special issue on intelligence-enabled end-edge-cloud orchestrated computingCCF Transactions on Networking -doi:10.1007/s42045-020-00048-5Ju RenHongbo JiangXuemin ShenJohn C. S. LuiArun K. Lyengar
Mobile edge computing (MEC) is an emerging computing paradigm for enabling low-latency, high-bandwidth and agile mobile services by deploying computing platform at the edge of network. In order to improve the cloud-edge-end processing efficiency of the tasks within the limited computation and commu...
Keywords: end-edge-cloud collaboration; multi-agent reinforcement learning; topology; obstacle avoidance decision making1. Introduction An unmanned aircraft swarm is an intelligent joint system composed of a certain number of unmanned aircraft, which utilizes information interaction, feedback, motivation, ...