AI-assisted framework for green-routing and load balancing in hybrid software-defined networking: Proposal, challenges and future perspective

R Etengu, SC Tan, LC Kwang, FM Abbou… - IEEE …, 2020 - ieeexplore.ieee.org
The explosive growth of IP networks, the advent of cloud computing, and the rapid progress
in wireless communications witnessed today reflect significant progress towards meeting the …

Enhanced echo-state restricted Boltzmann machines for network traffic prediction

X Sun, S Ma, Y Li, D Wang, Z Li… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Network traffic prediction is a great challenge due to complex statistical properties, generally
covering the long-range correlations and self-similarity. To address this issue, this article …

[PDF][PDF] Managing Smart Technologies with Software-Defined Networks for Routing and Security Challenges: A Survey.

B Isyaku, KA Bakar - Comput. Syst. Sci. Eng., 2023 - researchgate.net
Smart environments offer various services, including smart cities, ehealthcare,
transportation, and wearable devices, generating multiple traffic flows with different Quality …

UAV virtualization for enabling heterogeneous and persistent UAV-as-a-service

N Pathak, S Misra, A Mukherjee, A Roy… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we propose an architecture for UAV virtualization with the primary aim of
providing virtualized UAV services to multiple users by envisioning the concept of UAV-as-a …

QoS-driven load balancing in hybrid LiFi and WiFi networks

X Wu, DC O'Brien - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
This work studies the quality of service (QoS) performance of wireless networks that
integrate light fidelity (LiFi) and wireless fidelity (WiFi). While the hybrid network is potential …

Adaptive deep learning aided digital predistorter considering dynamic envelope

J Sun, J Wang, L Guo, J Yang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Memory effects of radio frequency power amplifiers (PAs) can interact with dynamic
transmitting signals, dynamic operations, and dynamic environment, resulting in complicated …

Graph convolutional network aided virtual network embedding for Internet of Thing

S Ma, H Yao, T Mai, J Yang, W He… - … on Network Science …, 2022 - ieeexplore.ieee.org
The past few years have seen the dramatic adoption of the Internet of Things (IoT) in
everyday life, from manufacturing to healthcare. With the emergence of various new Internet …

Smoothing-aided support vector machine based nonstationary video traffic prediction towards B5G networks

Y Li, J Wang, X Sun, Z Li, M Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Video services have hold a surprising proportion of the whole network traffic in wireless
communication networks. Accurate prediction of video traffic can endow networks with …

CFADefense: A security solution to detect and mitigate crossfire attacks in software-defined IoT-edge infrastructure

W Rafique, X He, Z Liu, Y Sun… - 2019 IEEE 21st …, 2019 - ieeexplore.ieee.org
Managing the Internet of Things (IoT) infrastructure has become a critical challenge due to
an enormous increase in the connected devices and the lack of available security solutions …

Performance evaluation of reinforcement learning based distributed channel selection algorithm in massive IoT networks

D Yamamoto, H Furukawa, A Li, Y Ito, K Sato… - IEEE …, 2022 - ieeexplore.ieee.org
In recent years, the demand for new applications using various Internet of Things (IoT)
devices has led to an increase in the number of devices connected to wireless networks …