Mobile traffic prediction in consumer applications: a multimodal deep learning approach

W Jiang, Y Zhang, H Han, Z Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Mobile traffic prediction is an important yet challenging problem in consumer applications
because of the dynamic nature of user behavior, varying application quality of service (QoS) …

TactiFlex: A Federated learning-enhanced in-content aware resource allocation flexible architecture for Tactile IoT in 6G networks

O Alnajar, A Barnawi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Abstract The Tactile Internet of Things (TIoT) is transforming the landscape of real-time
applications by enabling haptic interactions and immersive experiences. This paper …

Joint delay and energy aware dragonfly optimization‐based uplink resource allocation scheme for LTE‐A networks in a cross‐layer environment

L Moses, P Sambantham, M Faheem… - The Journal of …, 2024 - Wiley Online Library
The exponential growth in data traffic from smart devices has led to a need for highly
capable wireless networks with faster data transmission rates and improved spectral …

A Proactive Model for Intrusion Detection Using Image Representation of Network Flows

R Saeed, HK Qureshi, C Ioannou, M Lestas - IEEE Access, 2024 - ieeexplore.ieee.org
Many interconnected IoT devices driven by imperatives of efficiency and convenience often
lack adequate security measures, making them susceptible to exploitation by cyber …

[HTML][HTML] A BiGRU Model Based on the DBO Algorithm for Cloud-Edge Communication Networks

Z Zha, J He, L Zhen, M Yu, C Dong, Z Li, G Wu, H Zuo… - Applied Sciences, 2024 - mdpi.com
With the development of IoT technology, central cloud servers and edge-computing servers
together form a cloud–edge communication network to meet the increasing demand for …

A Transformer Based Classified Traffic Prediction Scheme for Energy Digital Twin Network

Z Sha, C Sun, S Wei, R Huo… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
With the development of new energy technologies and business models, the operation and
monitoring methods of the Energy Internet (EI) have changed. The Energy Digital Twin …

Graph Fick's Neural Networks for Traffic Prediction and Resource Allocation in 6G Wireless Systems

ABV Louis, MS Maharajan… - Library Progress …, 2024 - bpasjournals.com
With previously unheard-of speed, capacity, and intelligence, 6G systems have the potential
to completely transform connectivity in the rapidly changing wireless communication market …