Video streaming on fog and edge computing layers: A systematic map** study

ALS de Moraes, DDJ de Macedo, LP Junior - Internet of Things, 2024 - Elsevier
Video streaming has become increasingly dominant in internet traffic and daily applications,
significantly influenced by emerging technologies such as autonomous cars, augmented …

Optimizing Adaptive Video Streaming: A Fuzzy Logic Approach to Resource Allocation

K Khan - arxiv preprint arxiv:2407.01543, 2024 - arxiv.org
The demand for high-quality video streaming has propelled the evolution of adaptive
streaming systems. Efficient resource allocation is paramount to ensuring optimal viewer …

Empowerment of Atypical Viewers via Low-Effort Personalized Modeling of Video Streaming Quality

L Peroni, S Gorinsky, F Tashtarian… - Proceedings of the ACM …, 2023 - dl.acm.org
Quality of Experience (QoE) and QoE models are of an increasing importance to networked
systems. The traditional QoE modeling for video streaming applications builds a one-size-fits …

EDQD: An edge-driven multi-agent DRL solution for improving joint QoE in DASH-based rich media content delivery

FE Subhan, A Yaqoob, CH Muntean… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
In the realm of adaptive video streaming, ensuring high Quality of Experience (QoE) across
multiple clients in heterogeneous network environments stands as a significant challenge …

Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming

B Hou, S Yang, F Li, L Zhu, L Jiao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Nowadays, the emerging short video streaming applications have gained substantial
attention. With the rapidly burgeoning demand for short video streaming services …

QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission

A **ao, S Wu, Y Ou, N Chen, C Jiang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Adaptive bitrate (ABR) streaming provides an effective way to improve the Quality of
Experience (QoE) of video users and is now the de facto standard for video delivery …

FairStream: Fair Multimedia Streaming Benchmark for Reinforcement Learning Agents

J Weil, J Ringsdorf, J Barthel, YPP Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Multimedia streaming accounts for the majority of traffic in today's internet. Mechanisms like
adaptive bitrate streaming control the bitrate of a stream based on the estimated bandwidth …

Assessing the Impact of Network Quality-of-Service on Metaverse Virtual Reality User Experience

RD Tripathi, M Lyu, V Sivaraman - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Metaverse virtual reality (VR) applications enable users to socialise, work, entertain, and
study online with immersive experiences beyond the classic PC-based interactions. While …

Optimizing QoE in IoT-Based Video Streaming through Deep Learning Algorithms

M Darwich, K Khalil, M Bayoumi - … International Conference on …, 2024 - ieeexplore.ieee.org
The demand for video streaming services over Internet of Things (IoT) networks has surged,
yet maintaining a high Quality of Experience (QoE) remains challenging due to network …

[PDF][PDF] Optimizing Adaptive Video Streaming: A Swarm Intelligence Approach to Dynamic Buffer Management

K Khan - ijmrap.com
This paper presents a comprehensive exploration of the application of swarm optimization
techniques in the context of adaptive video streaming, focusing on dynamic buffer …