AI-Empowered Virtual Network Embedding: A Comprehensive Survey

S Wu, N Chen, A Xiao, P Zhang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
For the challenges posed by Internet rigidity, network virtualization (NV) technology emerges
as a pivotal approach, imparting diversity, resilience, and scalability to the evolution of new …

Mutual Interference-Aware Throughput Enhancement in Massive IoT: A Graph Reinforcement Learning Framework

F Yang, C Yang, J Huang, O Alfarraj… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
As the number of devices increases dramatically in the Internet of Things (IoT), features of
dense deployment of massive devices generate mutual interference in communication …

Virtual Network Embedding for Task Offloading in IIoT: A DRL-Assisted Federated Learning Scheme

S Wu, N Chen, G Wen, L Xu, P Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) promotes the deep integration of new-generation
communication technologies and industrial ecology. However, the popularity of computing …

Federated learning inspired Antlion based orchestration for Edge computing environment

M HS, P Gupta - Plos one, 2024 - journals.plos.org
Edge computing is a scalable, modern, and distributed computing architecture that brings
computational workloads closer to smart gateways or Edge devices. This computing model …

Dynamic Caching in Space over Heterogeneous Mega-Constellations: A DRL-Guided Approach

Y Zhang, MA Kishk, MS Alouini - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Caching content on servers closer to end-users is a crucial solution for Internet content
providers (ICPs) to reduce the burden on backhaul traffic. The emergence of mega …

Towards the Random Multi-Access in SIoT: A Generalized Deduplication Based CRDSA Mechanism

Y Gu, Y Xu, B Zhang, Y Wang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
In the Satellite-Integrated Internet of Things (SIoT), typical multiaccess schemes, ie,
contention resolution diversity slotted ALOHA scheme (CRDSA), face with the obvious …

Delay and cost-balanced communication resource management for IoT-empowered distribution grid energy dispatch

Z Shi - Frontiers in Energy Research, 2024 - frontiersin.org
The combination of internet of things (IoT), 5G, and power line communication (PLC)
provides real-time and low-cost data transmission services to meet the quality of service …

[引用][C] Resource Control in Active IRS-aided 6G IoT Networks with Use Case in Smart Indoor Communication

A Taneja, S Rani, M Shabaz, MA Khan… - Journal of Circuits …, 2024 - World Scientific
The IoT ecosystem involves connected smart devices that support massive amount of data
for processing and further analysis. The proliferating massive IoT network demands network …

[引用][C] Authenticity Verification of Alcoholic Beverages in IoT Environment through Fluorescence Hyperspectral Technology and Machine Learning

F Zhou, Y Wu, X Zeng, Z Zhang, S Wang… - Journal of Circuits …, 2024 - World Scientific
In the Internet of Things (IoT) environment, verifying the authenticity of beverages is an
important issue. Baijiu, a unique Chinese distilled liquor, has gained popularity among …

[引用][C] Study of Large Strain OFDR Sensor Based on Inclined Transfer Structure

Z Tong, S Li, P Li - Journal of Circuits, Systems and Computers, 2024 - World Scientific
In the fields of structural health monitoring, civil engineering safety monitoring, aerospace
and other fields, the key challenge is to increase the range of strain measurements to solve …