A survey on client throughput prediction algorithms in wired and wireless networks

J Schmid, A Höss, BW Schuller - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Network communication has become a part of everyday life, and the interconnection among
devices and people will increase even more in the future. Nevertheless, prediction of Quality …

Real-time throughput prediction for cognitive Wi-Fi networks

MA Khan, R Hamila, NA Al-Emadi, S Kiranyaz… - Journal of Network and …, 2020 - Elsevier
Wi-Fi as a wireless networking technology has become a widely acceptable commonplace.
Over the course of time, the applications landscape of Wi-Fi networks is growing …

HOAH: A hybrid TCP throughput prediction with autoregressive model and hidden Markov model for mobile networks

B Wei, K Kanai, W Kawakami, J Katto - IEICE Transactions on …, 2018 - search.ieice.org
Throughput prediction is one of the promising techniques to improve the quality of service
(QoS) and quality of experience (QoE) of mobile applications. To address the problem of …

One step further: Tunable and explainable throughput prediction based on large-scale commercial networks

R Zhohov, A Palaios, P Geuer - 2021 IEEE 4th 5G World Forum …, 2021 - ieeexplore.ieee.org
Throughput prediction remains a relevant and challenging problem in the area of wireless
networking. Both users and service providers would benefit from the predictive Quality of …

A deep learning approach to downlink user throughput prediction in cellular networks

X Zuo - 2020 - diva-portal.org
A majority of the global population subscribe to mobile networks, also known as cellular
networks. Thus, optimizing mobile traffic would bring benefits to many people. The available …

Mobile internet throughput prediction using machine learning techniques

H Jha, V Vijayarajan - 2020 International Conference on Smart …, 2020 - ieeexplore.ieee.org
Data streaming and internet consumption are some of the most common activities in this 21
st century. Streaming can be deployed in many different ways, it can be music, movie and …

Energy-efficient predictive HTTP adaptive streaming in mobile cellular networks

L Tao, Y Gong, S Jin, J Zhao - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
The rapid growth of mobile video traffic puts significant pressure on energy drain at the
network as well as on the end users. Exploiting predicted channel information and designing …

Adaptive video transmission using QUBO method and Digital Annealer based on Ising machine

B Wei, H Song, J Katto - arXiv preprint arXiv:2109.12293, 2021 - arxiv.org
With the dramatically increasing video streaming in the total network traffic, it is critical to
develop effective algorithms to promote the content delivery service of high quality. Adaptive …

Adaptive Video Transmission Strategy Based on Ising Machine

B Wei, H Song, J Katto - Proceedings of the 19th ACM Conference on …, 2021 - dl.acm.org
With the dramatically increasing video streaming in the total network traffic, it is critical to
develop effective algorithms to ensure the quality of content delivery service. Adaptive bitrate …

Heterogeneous mobile network access control technology based on mutual trust mechanism

F Wang, S Liu, W Ni, Z Xu, Z Wan - Peer-to-Peer Networking and …, 2019 - Springer
With the popularization of mobile communication equipment, the application scope of
heterogeneous mobile networks is expanding. The diversity of network types and access …