A Distributed Abstract MAC Layer for Cooperative Learning on Internet of Vehicles

Y Zou, Z Zhang, C Zhang, Y Zheng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper addresses the problem of reliable communications for cooperative learning on
Internet-of-Vehicles, where a large amount of data from users and services needs to be …

A Novel Deep Hierarchical Machine Learning Approach for Identification of Known and Unknown Multiple Security Attacks in a D2D Communications Network

SVJ Rani, I Ioannou, P Nagaradjane… - IEEE …, 2023 - ieeexplore.ieee.org
Intrusion Detection Systems (IDSs) have played a crucial role in identifying cyber threats for
a very long time. Still, their significance has increased significantly with the advent of 5G/6G …

ECDX: Energy consumption prediction model based on distance correlation and XGBoost for edge data center

C Li, D Zhu, C Hu, X Li, S Nan, H Huang - Information Sciences, 2023 - Elsevier
The rapid development of artificial intelligence (AI) and edge computing technology has
promoted the rapid growth of the number of data centers, but also caused large energy …

Dynamic D2D communication in 5G/6G using a distributed AI framework

II Ioannou, C Christophorou, V Vassiliou… - IEEE …, 2022 - ieeexplore.ieee.org
This paper focuses on D2D communication for 5G/6G in dynamic environments where the
D2D network topology changes through time due to D2D Devices' mobility. Specifically, we …

AI/ML-aided capacity maximization strategies for URLLC in 5G/6G wireless systems: A survey

RB Shaik, P Nagaradjane, I Ioannou, V Sittakul… - Computer Networks, 2024 - Elsevier
Ultra-reliable low-latency communication (URLLC) refers to cellular applications in fifth and
sixth-generation (5G/6G) networks with specific latency, reliability, and availability demands …

AI-based resource allocation techniques in D2D communication: Open issues and future directions

T Rathod, S Tanwar - Physical Communication, 2024 - Elsevier
Abstract The fifth-generation (5G) mobile network enhances network connectivity between
many mobile devices by utilizing higher bandwidth with lower communication delay. This …

[PDF][PDF] Intrusion Detection in 5G Cellular Network Using Machine Learning.

I Mahmood, T Alyas, S Abbas, T Shahzad… - … Systems Science & …, 2023 - cdn.techscience.cn
Attacks on fully integrated servers, apps, and communication networks via the Internet of
Things (IoT) are growing exponentially. Sensitive devices' effectiveness harms end users …

An innovative solution for battery draining in 5G devices using alternate routing model

M Sivasubramanian, J Vignesh… - … on Electrical Energy …, 2022 - Wiley Online Library
When the electrolyte is layered, excessively large and prolonged charging and exhaust
currents lead to the random tendency of reactions in different parts of the electrodes. This …

Towards 6G V2X Sidelink: Survey of Resource Allocation-Mathematical Formulations, Challenges, and Proposed Solutions

P Rajalakshmi - IEEE Open Journal of Vehicular Technology, 2024 - ieeexplore.ieee.org
The advent of 6G marks a transformative phase in wireless communication, ushering in a
hyperconnected experience. This paper explores optimizing sidelink technologies in Vehicle …

A Distributed AI Framework for Nano-Grid Power Management and Control

II Ioannou, S Javaid, C Christophorou… - IEEE …, 2024 - ieeexplore.ieee.org
Due to their minimal environmental impact, green energy sources like wind turbines and
solar panels are increasingly utilized in power systems. However, the power they generate …