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Relay-assisted federated edge learning: performance analysis and system optimization
In this paper, we study a relay-assisted federated edge learning (FEEL) network under
latency and bandwidth constraints. In this network, users collaboratively train a global model …
latency and bandwidth constraints. In this network, users collaboratively train a global model …
Edge computing task offloading optimization for a UAV-assisted internet of vehicles via deep reinforcement learning
M Yan, R ** countries. Analyzing past fatalities and predicting future trends is vital for the …
A Systematic Map** Study of UAV-Enabled Mobile Edge Computing for Task Offloading
Utilizing Unmanned Aerial Vehicles (UAVs) as flying edge nodes to support task offloading
from terminal devices has recently attracted significant research attention. However, the …
from terminal devices has recently attracted significant research attention. However, the …
Profit maximization in cache-aided intelligent computing networks
R Zhao, F Zhu, M Tang, L He - Physical Communication, 2023 - Elsevier
This paper focuses on the profit maximization problem in a reconfigurable intelligent
surfaces (RIS) aided computing network, where multiple heterogeneous users offload their …
surfaces (RIS) aided computing network, where multiple heterogeneous users offload their …
Scoring aided federated learning on long-tailed data for wireless IoMT based healthcare system
L Zhang, Y Wu, L Chen, L Fan… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
In this article, we propose a novel federated learning (FL) framework for wireless Internet of
Medical Things (IoMT) based healthcare systems, where multiple mobile clients and one …
Medical Things (IoMT) based healthcare systems, where multiple mobile clients and one …
Intelligent resource allocation scheme for cloud-edge-end framework aided multi-source data stream
Y Wu, C Cai, X Bi, J **a, C Gao, Y Tang… - EURASIP Journal on …, 2023 - Springer
To support multi-source data stream generated from Internet of Things devices, edge
computing emerges as a promising computing pattern with low latency and high bandwidth …
computing emerges as a promising computing pattern with low latency and high bandwidth …