A Full Duplex D2D Clustering Resource Allocation Scheme Based on a K‐Means Algorithm

X Huang, M Zeng, J Fan, X Fan… - … and Mobile Computing, 2018 - Wiley Online Library
Although the Device‐to‐Device (D2D) technology in cellular networks can improve the
performance of cellular systems, it creates a large amount of interference in traditional …

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 …

[HTML][HTML] Federated Learning with Pareto Optimality for Resource Efficiency and Fast Model Convergence in Mobile Environments

JP Jung, YB Ko, SH Lim - Sensors, 2024 - mdpi.com
Federated learning (FL) is an emerging distributed learning technique through which
models can be trained using the data collected by user devices in resource-constrained …

[HTML][HTML] A D2D Group Communication Scheme Using Bidirectional and InCremental A-Star Search to Configure Paths

WK Lai, CS Shieh, CP Yang - Mathematics, 2022 - mdpi.com
The Device-to-Device (D2D) communication introduced in 3GPP's Release 12 is a
promising option for the accommodation of increasing traffic demand and the alleviation of …

Optimal resource utilization for intra-cluster D2D retransmission and cooperative communications in VANETs

F Yang, J Han, X Ding, C Zhao - Wireless Networks, 2021 - Springer
D2D communications are treated as potential services to achieve data re-transmissions
among multicast vehicle-to-vehicle communications within one cluster, which can be used to …

Heterogeneous statistical QoS-driven resource allocation for D2D cluster-caching based 5G multimedia mobile wireless networks

X Zhang, J Wang - 2018 IEEE International Conference on …, 2018 - ieeexplore.ieee.org
To support the multimedia services over 5G mobile wireless networks, the heterogeneous
statistical quality-of-service (QoS) technique has been designed to jointly guarantee the …

Joint clusterization and power allocation for cloud radio access networks

YC Tsou, PR Li, JH Chu, KT Feng - 2015 IEEE 82nd Vehicular …, 2015 - ieeexplore.ieee.org
In this paper, the cloud radio access network (C-RAN) is considered to extend the
transmission coverage via the distributed deployment of large-scale remote radio units …

Federated Learning with Pareto Optimality for Resource Efficiency and Fast Model Convergence in Mobile Environments

정준표 - Available at SSRN 4626482 - papers.ssrn.com
Federated learning (FL) is an emerging distributed learning technique, through which
models can be trained using the data collected by user devices in resource-constrained …

[PDF][PDF] A Study on Vulnerability of D2D Communication for Cluster-based Service in Cellular Networks

VAS Manya, T Kim, JH Kim… - 한국통신학회 …, 2022 - journal-home.s3.ap-northeast-2 …
In this paper, we investigate the vulnerability of D2D communications, focusing on cluster-
based multicasting scenarios in cellular networks. We introduce a threat model for cellular …

Behaviour similarity based to cluster automated HTTP communication

MC Tran, Y Nakamura - 2016 IEEE sixth international …, 2016 - ieeexplore.ieee.org
HTTP automated software (auto-ware) are blooming for multiple purposes due to the fast
growing of World Wide Web. Beside normal HTTP application are beneficial for users such …