Short-term mobile network traffic forecasting using seasonal ARIMA and holt-winters models

I Kochetkova, A Kushchazli, S Burtseva, A Gorshenin - Future Internet, 2023 - mdpi.com
Fifth-generation (5G) networks require efficient radio resource management (RRM) which
should dynamically adapt to the current network load and user needs. Monitoring and …

Improving streaming video with deep learning-based network throughput prediction

A Biernacki - Applied Sciences, 2022 - mdpi.com
Video streaming represents a significant part of Internet traffic. During the playback, a video
player monitors network throughput and dynamically selects the best video quality in given …

Analysis of ml algorithms to support elastic service chaining in ehealth vertical applications

S Jardim, FSD Silva, A Neto, H Bustos… - 2021 International …, 2021 - ieeexplore.ieee.org
The efficient design of SFC-enabled eHealth applications requires an accurate provision of
the underlying infrastructure. This provision requires both computing and networking …

User experience evaluation study on the quality of 1K, 2K, and 4K H. 265/HEVC video content

P Falkowski-Gilski, T Uhl, C Hoppe - … Politechniki Morskiej w …, 2024 - yadda.icm.edu.pl
Nowadays, most content creators focus on distributing rich media at the highest possible
resolution. Currently, the majority of sold consoles, media players, computer hardware, as …

Anomaly detection and traceback scheme for cloud-edge networks

X Liu, J He, H Song, X Cheng, L Hu… - 2024 27th International …, 2024 - ieeexplore.ieee.org
Cloud-edge networks (CEN) has revolutionized the traditional network architecture.
However, there are many security issues in CEN needing to be solved. In this case, CEN …

Forecasting airline revenue across markets with machine learning

S Sidiropoulos - 2023 - diva-portal.org
Sales forecasting is an important aspect of business strategy, as it helps companies make
informed decisions for their business development. With the rise of machine learning and AI …

Enhancing Quality of DASH Video with LSTM Throughput Prediction

A Biernacki - 2022 - researchsquare.com
The quality of streaming video depends on accurate estimation of network throughput, which
is challenging in mobile networks due to a highly volatile environment. We used data traces …

[PDF][PDF] Towards improved video streaming from repetitively relocating transmitters

C Söderpalm - 2019 - odr.chalmers.se
Video quality is of utmost importance when a vehicle is driven remotely. However, long
distance remote driving over wide area wireless networks may be subject to significant …