The duo of artificial intelligence and big data for industry 4.0: Applications, techniques, challenges, and future research directions

SK Jagatheesaperumal, M Rahouti… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The increasing need for economic, safe, and sustainable smart manufacturing combined
with novel technological enablers has paved the way for artificial intelligence (AI) and big …

From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey

MN Mahdi, AR Ahmad, QS Qassim, H Natiq… - Applied Sciences, 2021 - mdpi.com
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …

A survey on machine learning for optical communication [machine learning view]

MA Amirabadi - arXiv preprint arXiv:1909.05148, 2019 - arxiv.org
Machine Learning (ML) for Optical Communication (OC) is certainly a hot topic emerged
recently and will continue to raise interest at least for the next few years. The rate of research …

UAV-assisted wireless powered Internet of Things: Joint trajectory optimization and resource allocation

Z Na, M Zhang, J Wang, Z Gao - Ad Hoc Networks, 2020 - Elsevier
Due to affordable price, high mobility and flexible maneuverability, Unmanned Aerial
Vehicle (UAV)-assisted communication can play an important role in the deployment of the …

Resource management in converged optical and millimeter wave radio networks: a review

D Sahinel, S Rommel, IT Monroy - Applied Sciences, 2021 - mdpi.com
Three convergent processes are likely to shape the future of the internet beyond-5G: The
convergence of optical and millimeter wave radio networks to boost mobile internet capacity …

SDN-enabled FiWi-IoT smart environment network traffic classification using supervised ML models

E Ganesan, IS Hwang, AT Liem, MS Ab-Rahman - Photonics, 2021 - mdpi.com
Due to the rapid growth of the Internet of Things (IoT), applications such as the Augmented
Reality (AR)/Virtual Reality (VR), higher resolution media stream, automatic vehicle driving …

Cooperative resource management for cognitive satellite-aerial-terrestrial integrated networks towards IoT

Y Ruan, Y Li, R Zhang, W Cheng, C Liu - IEEE Access, 2020 - ieeexplore.ieee.org
With the ubiquitous deployment of Internet-of-Things (IoT) devices and applications, satellite-
aerial-terrestrial integrated network (SATIN) is regarded as a promising candidate to …

Prediction-based end-to-end dynamic network slicing in hybrid elastic fiber-wireless networks

S Yin, Z Zhang, C Yang, Y Chu… - Journal of Lightwave …, 2020 - ieeexplore.ieee.org
In recent years, hybrid fiber-wireless (Fi-Wi) networks that integrate optical network
technology and wireless communication technology have received widespread attention …

5G-enabled tactile internet resource provision via software-defined optical access networks (SDOANs)

E Ganesan, IS Hwang, AT Liem, MS Ab-Rahman - Photonics, 2021 - mdpi.com
Emerging research trends in smart healthcare, smart manufacturing, and Industrial Internet-
of-Things (IIoT) applications are based on 5G services, which can achieve ultra-reliable and …

Network resource allocation strategy based on deep reinforcement learning

S Zhang, C Wang, J Zhang, Y Duan… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
The traditional Internet has encountered a bottleneck in allocating network resources for
emerging technology needs. Network virtualization (NV) technology as a future network …