Relay-assisted federated edge learning: performance analysis and system optimization

L Chen, L Fan, X Lei, TQ Duong… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
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 …

Collaborative cache-aided relaying networks: Performance evaluation and system optimization

S Tang, K He, L Chen, L Fan, X Lei… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
This paper studies a multi-tier cache-aided relaying network, where the destination is
randomly located in the network and it requests files from the source through the help of …

Intelligent resource allocation scheme for cloud-edge-end framework aided multi-source data stream

Y Wu, C Cai, X Bi, J Xia, 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 …

DQN-based resource allocation for NOMA-MEC-aided multi-source data stream

J Ling, J Xia, F Zhu, C Gao, S Lai… - EURASIP Journal on …, 2023 - Springer
This paper investigates a non-orthogonal multiple access (NOMA)-aided mobile edge
computing (MEC) network with multiple sources and one computing access point (CAP), in …

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 …

Intelligent computing for WPT–MEC-aided multi-source data stream

X Zheng, F Zhu, J Xia, C Gao, T Cui, S Lai - EURASIP Journal on …, 2023 - Springer
Due to its low latency and energy consumption, edge computing technology is essential in
processing multi-source data streams from intelligent devices. This article investigates a …

An intrusion detection system for edge-envisioned smart agriculture in extreme environment

D Javeed, T Gao, MS Saeed… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The deployment of Internet of Things (IoT) systems in Smart Agriculture (SA) operates in
extreme environments including wind, snowfall, flooding, landscape, and so on for collecting …

Resilient machine learning based semantic-aware MEC networks for sustainable next-G consumer electronics

Y Wu, S Tang, L Zhang, L Fan, X Lei… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we investigate a semantic-aware mobile edge computing (MEC) network for
sustainable next-G consumer electronics, which leverages advanced semantic …

Impact of direct links on intelligent reflect surface-aided MEC networks

R Zhao, C Fan, J Ou, D Fan, J Ou, M Tang - Physical Communication, 2022 - Elsevier
This paper studies an intelligent reflect surface (IRS) aided mobile edge computing (MEC)
network, where the direct link exists in the network can assist the task transmission for …

PaCMAP-embedded convolutional neural network for multi-omics data integration

H Qattous, M Azzeh, R Ibrahim, IA Al-Ghafer… - Heliyon, 2024 - cell.com
Aims The multi-omics data integration has emerged as a prominent avenue within the
healthcare industry, presenting substantial potential for enhancing predictive models. The …