Big data analysis based network behavior insight of cellular networks for industry 4.0 applications

D Jiang, Y Wang, Z Lv, S Qi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this article, we propose a big data based analysis framework to analyze and extract
network behaviors in cellular networks for Industry 4.0 applications from a big data …

A deep learning method based on an attention mechanism for wireless network traffic prediction

M Li, Y Wang, Z Wang, H Zheng - Ad Hoc Networks, 2020 - Elsevier
With the rapid development of wireless networks, the self-management and active
adjustment capabilities of base stations have become crucial. The accurate prediction of …

Big Spatiotemporal Data Analytics: A research and innovation frontier

C Yang, K Clarke, S Shekhar… - International Journal of …, 2020 - Taylor & Francis
Big Data have emerged and become the norm in the past decade with its well-known 4V
challenges and now adds value (a 5th V) for scientific research and the development of new …

Cloud communication-based sensing performance evaluation of a vascular interventional robot system

C Yang, S Guo, Y Guo, X Bao - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
As an essential method for diagnosing and treating cardiovascular and cerebrovascular
diseases, interventional surgery has always been a research hotspot in biomedical …

Time-series prediction using nature-inspired small models and curriculum learning

S Bothe, H Farooq, J Forgeat… - 2023 IEEE 34th Annual …, 2023 - ieeexplore.ieee.org
As wireless cellular networks evolve from one generation to the next, the associated
challenges in terms of compute, latency, and energy efficiency are continuously on the rise …

Swarm intelligence-based packet scheduling for future intelligent networks

A Husen, MH Chaudary, F Ahmad… - PeerJ Computer …, 2023 - peerj.com
Network operations involve several decision-making tasks. Some of these tasks are related
to operators, such as extending the footprint or upgrading the network capacity. Other …

Switchable slot-ring antennas for customizable phased array applications

J Huang - 2021 - stars.library.ucf.edu
Switchable-band shared-aperture slot-ring antennas with wide bandwidth and polarization
agility are explored in this article for phased array applications. A common antenna aperture …

Traffic modeling & characterization of software defined networks

N Vuppalapati, TG Venkatesh… - … on Advances in …, 2020 - ieeexplore.ieee.org
Software Defined Networking (SDN) is a trending technology and its popularity can be
attributed to its speed and agility in deploying new applications. Realistic modeling of SDN …