A survey of network automation for industrial internet-of-things toward industry 5.0
Network automation has been bred by the deployment of 5G based Industrial Internet-of-
Things (IIoT) in Industry 4.0, and further approaching pervasive AI and human-robot …
Things (IIoT) in Industry 4.0, and further approaching pervasive AI and human-robot …
Media production using cloud and edge computing: Recent progress and NBMP-based implementation
Media production is facing tremendous challenges during processing and transmission, due
to large data volume, high computational complexity and real-time transmission …
to large data volume, high computational complexity and real-time transmission …
FLIBD: A federated learning-based IoT big data management approach for privacy-preserving over Apache Spark with FATE
A Karras, A Giannaros, L Theodorakopoulos… - Electronics, 2023 - mdpi.com
In this study, we introduce FLIBD, a novel strategy for managing Internet of Things (IoT) Big
Data, intricately designed to ensure privacy preservation across extensive system networks …
Data, intricately designed to ensure privacy preservation across extensive system networks …
Tactile internet of federated things: Toward fine-grained design of FL-based architecture to meet TIoT demands
O Alnajar, A Barnawi - Computer Networks, 2023 - Elsevier
Abstract The Tactile Internet of Things (TIoT) represents a special class of the Internet of
Things (IoT) that has opened the door for a new generation of agile, highly dynamic …
Things (IoT) that has opened the door for a new generation of agile, highly dynamic …
Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications
In the realm of machine learning (ML) systems featuring client-host connections, the
enhancement of privacy security can be effectively achieved through federated learning (FL) …
enhancement of privacy security can be effectively achieved through federated learning (FL) …
Energy efficiency and throughput maximization using millimeter waves–microwaves HetNets
The deployment of millimeter waves can fulfil the stringent requirements of high bandwidth
and high energy efficiency in fifth generation (5G) networks. Still, millimeter waves …
and high energy efficiency in fifth generation (5G) networks. Still, millimeter waves …
Review on Federated Learning for digital transformation in healthcare through big data analytics
Abstract In recent years, Big Data Analytics (BDA) and Federated Learning (FL) have
become increasingly essential in healthcare, potentially revolutionizing patient care and …
become increasingly essential in healthcare, potentially revolutionizing patient care and …
[PDF][PDF] Efficient resource slicing scheme for optimizing federated learning communications in software-defined IoT networks
With the broad adoption of the Internet of Things (IoT) in a variety of scenarios and
application services, management and orchestration entities require upgrading the …
application services, management and orchestration entities require upgrading the …
Physical key generation using modified discrete wavelet transforms for the Internet of Things
Security and privacy of data are important factors in the Internet of Things (IoT), which
enables safe communication with emerging objects. The non-standardization of security …
enables safe communication with emerging objects. The non-standardization of security …
[Retracted] Intelligent Offloading Decision and Resource Allocations Schemes Based on RNN/DQN for Reliability Assurance in Software‐Defined Massive Machine …
The heterogeneous novelty applications present in the 5th generation (5G) era, including
machine‐type communication (mMTC), enhanced mobile broadband (eMBB) …
machine‐type communication (mMTC), enhanced mobile broadband (eMBB) …