Guest Editorial: Special Issue on AI Powered Network Management: Data-Driven Approaches Under Resource Constraints

S Cui, L Yang, X Cheng - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
In recent years, the explosive development of mobile communications and networking,
together with the wave of Internet of Things (IoT), has led to super-complex systems, which …

[图书][B] Computational Intelligence in Recent Communication Networks

M Ouaissa, Z Boulouard, M Ouaissa, B Guermah - 2022 - Springer
Over the past few years, the demand for data traffic has experienced explosive growth
thanks to the increasing need to stay online. New applications of communications, such as …

Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective

Q Liu, T Zhang, M Hemmatpour, H Qiu, D Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Modern Artificial Intelligence (AI) technologies, led by Machine Learning (ML), have gained
unprecedented momentum over the past decade. Following this wave of``AI summer'', the …

[PDF][PDF] AI-Powered Network Automation: Unleashing the Potential of Machine Intelligence

C Maddox, J Judah, M Khan - researchgate.net
The rapid evolution of technology has transformed the way we live and work, with an
increasing reliance on networked systems and services. As networks become more …

[引用][C] Call for Papers─ Feature Vol. 20, No. 8, 2023

S Han, R Bo, N Guizani, R Su, S Xu, L Xiao, C Li - ieeexplore.ieee.org
With IoT applications and services in practically every aspect of our lives, global connection
is becoming more very prevalent in every day structure. Terrestrial networks alone cannot …

AIoT Revolution: Transforming Networking Productivity for the Digital Age

CVS Babu, MS Saltonya, S Ganapathi… - Artificial Intelligence of …, 2024 - igi-global.com
This chapter provides a comprehensive exploration of networking challenges in today's
evolving landscape. It introduces the concept of artificial intelligence of things (AIoT) and …

Big data analytics in future internet of things

G Ding, L Wang, Q Wu - arXiv preprint arXiv:1311.4112, 2013 - arxiv.org
Current research on Internet of Things (IoT) mainly focuses on how to enable general
objects to see, hear, and smell the physical world for themselves, and make them connected …

Machine learning for resource management in cellular and IoT networks: Potentials, current solutions, and open challenges

F Hussain, SA Hassan, R Hussain… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
Internet-of-Things (IoT) refers to a massively heterogeneous network formed through smart
devices connected to the Internet. In the wake of disruptive IoT with a huge amount and …

Introduction to the special section on big data and artificial intelligence for network technologies

J Li, J Wu, B Hu, C Wang… - … on Network Science …, 2020 - ieeexplore.ieee.org
The papers in this special section examines the deployment of Big Data and artificial
intelligence for network technologies. The eneration of huge amounts of data, called big …

Series editorial: Inauguration issue of the series on machine learning in communications and networks

GY Li, W Saad, A Ozgur, P Kairouz… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
In the era of the new generation of communication systems, data traffic is expected to
continuously strain the capacity of future communication networks. Along with the …