Converge: Qoe-driven multipath video conferencing over webrtc

S Dhawaskar Sathyanarayana, K Lee… - Proceedings of the …, 2023 - dl.acm.org
Video conferencing has become a daily necessity, but protocols to support video
conferencing have yet to keep pace despite the innovation in next-generation networks. As …

A close look at 5G in the wild: Unrealized potentials and implications

Y Liu, C Peng - IEEE INFOCOM 2023-IEEE Conference on …, 2023 - ieeexplore.ieee.org
This paper reports our in-depth measurement study of 5G experience with three US
operators (AT&T, Verizon and T-Mobile). We not only quantitively characterize 5G coverage …

5GAIner: Taking the verticals into the 5G road

J Quevedo, A Perdigão, D Santos… - 2023 Joint European …, 2023 - ieeexplore.ieee.org
Every new mobile communication generation comes with the emergence of novel
applications and services. The fifth-generation (5G) is not an exception, its increased …

A Closer Look at Stand-Alone 5G Deployments from the UE Perspective

W Ye, J Carpenter, Z Zhang, RAK Fezeu… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
5G Stand-Alone (SA) deployment is crucial for unlocking the full potential of 5G, providing
significant improvements to mobile user experience and enabling the development of new …

CSI-Based Proximity Estimation: Data-Driven and Model-Based Approaches

LCD Bezerra, N Kouzayha, H Elsawy… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Proximity estimation forms the backbone of contact tracing solutions, as quarantining
potentially infected individuals is essential for controlling the spread of epidemics. It is also …

[HTML][HTML] Throughput prediction of 5G network based on trace similarity for adaptive video

A Biernacki - Applied Sciences, 2024 - mdpi.com
Predicting throughput is essential to reduce latency in time-critical services like video
streaming, which constitutes a significant portion of mobile network traffic. The video player …

Remote Collaborations in Metaverse under 5G Mobile Networks

X Zhang, H Zhao, J Zhou, F Yang… - IEEE Communications …, 2023 - ieeexplore.ieee.org
For decades, people have been creating new ways to make remote communication and
collaboration natural and effective. Recently, eXtended Reality (XR)-based remote …

Context-Aware Cross-Layer Congestion Control for Large-Scale Live Streaming

D Yuan, W Zhang, Y Qiu, H Huang… - IEEE/ACM …, 2024 - ieeexplore.ieee.org
Live video streaming has come to dominate today's Internet traffic. Content Delivery Network
(CDN) providers, responsible for hosting outsourced live streaming services, are now …

[PDF][PDF] CaRL: Cascade Reinforcement Learning with State Space Splitting for O-RAN based Traffic Steering

C Sun, Y Zhou, G Jung, TX Tran… - arXiv preprint arXiv …, 2023 - researchgate.net
ABSTRACT The Open Radio Access Network (O-RAN) architecture empowers intelligent
and automated optimization of the RAN through applications deployed on the RAN …

[HTML][HTML] Using Deep-Learning for 5G End-to-End Delay Estimation Based on Gaussian Mixture Models

D Fadhil, R Oliveira - Information, 2023 - mdpi.com
Deep learning is used in various applications due to its advantages over traditional Machine
Learning (ML) approaches in tasks encompassing complex pattern learning, automatic …