QoE management of multimedia streaming services in future networks: A tutorial and survey

AA Barakabitze, N Barman, A Ahmad… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
The highly demanding Over-The-Top (OTT) multimedia applications pose increased
challenges to Internet Service Providers (ISPs) for assuring a reasonable Quality of …

[HTML][HTML] SDN and NFV for QoE-driven multimedia services delivery: The road towards 6G and beyond networks

AA Barakabitze, R Walshe - Computer Networks, 2022 - Elsevier
The concept for developing the future mobile communication systems has been explored in
recent years with a vision towards 5G and 6G systems. Meeting performance targets such as …

Intelligent wireless networks: challenges and future research topics

M Abusubaih - Journal of Network and Systems Management, 2022 - Springer
Recently, artificial intelligence (AI) has become a primary tool of serving science and
humanity in all fields. This is due to the significant development in computing. The use of AI …

QoE-aware Dynamic Resource Management in Future Softwarized and Virtualized Networks

AA Barakabitze, IH Mkwawa, A Hines, R Walshe - IEEE Access, 2023 - ieeexplore.ieee.org
With the advent of multimedia streaming services such as 4K/8K and extended reality,
managing and optimizing multimedia service delivery to end-users remains a challenge for …

QoEMultiSDN: Management of multimedia services using MPTCP/SR in softwarized and virtualized networks

AA Barakabitze, IH Mkwawa, A Hines, L Sun… - IEEE …, 2020 - ieeexplore.ieee.org
5G networks are set to empower new user experiences for multimedia streaming services by
offering high data rates and low latency. The rapid growth of multimedia services, such as …

Revisiting Cellular Throughput Prediction over the Edge: Collaborative Multi-device, Multi-network in-situ Learning

A Sen, A Zunaid, S Chatterjee, B Palit… - arXiv preprint arXiv …, 2023 - arxiv.org
Pervasive applications over large-scale, distributed embedded devices and the Internet of
Things (IoT) demand precise coordination with the network; for example, several such …

QoE-centric control and management of multimedia services in software defined and virtualized networks

AA Barakabitze - 2020 - pearl.plymouth.ac.uk
Multimedia services consumption has increased tremendously since the deployment of
4G/LTE networks. Mobile video services (eg, YouTube and Mobile TV) on smart devices are …

Machine learning for multimedia communications

N Thomos, T Maugey, L Toni - Sensors, 2022 - mdpi.com
Machine learning is revolutionizing the way multimedia information is processed and
transmitted to users. After intensive and powerful training, some impressive …

Novel Quality of Experience Experimentation Framework Through Programmable Network Management

AO Basil, M Mu, A Al-Sherbaz - 2022 IEEE 19th Annual …, 2022 - ieeexplore.ieee.org
The demand for online distribution of high quality and high throughput content has led to
non-cooperative competition of network resources between a growing number of media …

DRALVS: Deep Reinforced Adaptive Live Video Streaming with Throughput Prediction and Play Speed Control

S Lan, Y Zhang, Z Wang - Proceedings of the 2024 4th International …, 2024 - dl.acm.org
Balancing video quality and latency in fluctuating network environments is a challenging
task for live streaming. Existing Adaptive Bitrate (ABR) algorithms fail to accurately predict …