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 …

[HTML][HTML] Acoustic fingerprints in nature: A self-supervised learning approach for ecosystem activity monitoring

D Dematties, S Rajani, R Sankaran, S Shahkarami… - Ecological …, 2024 - Elsevier
Abstract According to the World Health Organization, healthy communities rely on well-
functioning ecosystems. Clean air, fresh water, and nutritious food are inextricably linked to …

[HTML][HTML] Intelligent End-Edge Computation Offloading Based on Lyapunov-Guided Deep Reinforcement Learning

X Feng, C Xu, X **, C **a, J Jiang - Applied Sciences, 2024 - mdpi.com
To address the end-edge computation offloading challenge in the multi-terminal and multi-
server environment, this paper proposes an intelligent computation offloading algorithm …

A Data Synchronization Incentive Scheme in Vehicular Digital Twin Network with Stackelberg Game

J Tan, X Yang, J Zheng, TH Luan… - 2024 IEEE 99th …, 2024 - ieeexplore.ieee.org
The evolving digital twin technology translates physical entities into the digital realm,
allowing the exploration of abundant digital resources to optimize the task execution of these …

OLRAMT-DEC: Online Learning-Based Resource Allocation for AI Model Training in a Device-Edge-Cloud Continuum

M Helmy, N Khial, E Yaacoub… - 2024 IEEE Global …, 2024 - ieeexplore.ieee.org
The advancement of applications based on various Deep Neural Network (DNN)
architectures, such as Large Language Models (LLMs) has led to an increasing need for the …

Joint Computing Offloading and Resource Allocation for Classification Intelligent Tasks in MEC Systems

Y Zheng, T Zhang, J Loo, Y Wang… - arxiv preprint arxiv …, 2023 - arxiv.org
Mobile edge computing (MEC) enables low-latency and high-bandwidth applications by
bringing computation and data storage closer to end-users. Intelligent computing is an …

Joint Request Offloading and Resource Allocation for Energy Efficient D2D Enabled Multi-type Inference Services

Z Zeng, J Huang, J Wu, J Wu - 2023 IEEE Intl Conf on Parallel & …, 2023 - ieeexplore.ieee.org
Tremendous research efforts have devoted in providing multi-type inference services for
users by deploying heterogeneous models in edge servers (ESs). But, resource contention …

Multi-drone Task Allocation based on Adaptive Fireworks Algorithm

T Yu, Z **e, J Tuo - 2023 Global Conference on Information …, 2023 - ieeexplore.ieee.org
At present, a kind of flight equipment commonly used by analysts can carry out various tasks
and achieve good results. At present, the research method is mainly to plan GPS on …