Smart algorithm in wireless networks for video streaming based on adaptive quantization

M Taha, A Ali - Concurrency and Computation: Practice and …, 2023 - Wiley Online Library
Nowadays, smart multimedia network services have become crucial in the healthcare
system. The network parameters of Quality of Service (QoS) are widely affecting the …

Intense: In-depth studies on stall events and quality switches and their impact on the quality of experience in http adaptive streaming

B Taraghi, M Nguyen, H Amirpour, C Timmerer - IEEE Access, 2021 - ieeexplore.ieee.org
With the recent growth of multimedia traffic over the Internet and emerging multimedia
streaming service providers, improving Quality of Experience (QoE) for HTTP Adaptive …

Convolutional neural networks for continuous QoE prediction in video streaming services

TN Duc, CT Minh, TP Xuan, E Kamioka - IEEE Access, 2020 - ieeexplore.ieee.org
In video streaming services, predicting the continuous user's quality of experience (QoE)
plays a crucial role in delivering high quality streaming contents to the user. However, the …

A review on machine learning based user-centric multimedia streaming techniques

M Ghosh, C Singhal - Computer Communications, 2024 - Elsevier
The multimedia content and streaming are a major means of information exchange in the
modern era and there is an increasing demand for such services. This coupled with the …

eXP-RAN—An emulator for gaining experience with radio access networks, edge computing, and slicing

JP Esper, AS Abdallah, S Clayman, W Moreira… - IEEE …, 2020 - ieeexplore.ieee.org
Radio Access Networks (RAN), Edge Computing (EC), and Network Slicing are some of the
critical components in 5G networks used to provide different transport services over the …

CB-FL: Cluster-Based Federated Learning applied to Quality of Experience modelling

S Porcu, A Floris, L Atzori - 2022 16th International Conference …, 2022 - ieeexplore.ieee.org
The Federated Learning (FL) approach can be exploited to build a solution to data sparsity
and privacy protection issues (eg, utilization of user-sensitive data) in Quality of Experience …

Adaptive Reservation of Network Resources According to Video Classification Scenes

L Sevcik, M Voznak - Sensors, 2021 - mdpi.com
Video quality evaluation needs a combined approach that includes subjective and objective
metrics, testing, and monitoring of the network. This paper deals with the novel approach of …

Video Quality Assessment based on Deep Neural Network

Z Shi - KSII Transactions on Internet and Information Systems …, 2023 - koreascience.kr
This paper proposes two video quality assessment methods based on deep neural
network.(i) The first method uses the IQF-CNN (convolution neural network based on image …

The research of OTT video quality assessment method

Z Shi, C Huang - Signal, Image and Video Processing, 2022 - Springer
Over the top (OTT) video streaming is widely deployed to deliver stored media. But, the OTT
video quality assessment method is uncertain. In this paper, we introduce three application …

Video quality assessment based on short-term memory

Y Fang, W Chen, T Zhao, Y Xu… - KSII Transactions on …, 2021 - koreascience.kr
With the fast development of information and communication technologies, video streaming
services and applications are increasing rapidly. However, the network condition is volatile …