Machine learning for predicting QoE of video streaming in mobile networks

YT Lin, EMR Oliveira, SB Jemaa… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
As video accounts for larger wireless traffic, improving users' quality of experience becomes
important for network service providers. In this paper, we apply supervised machine learning …

Comparing fixed and variable segment durations for adaptive video streaming: A holistic analysis

S Schwarzmann, N Hainke, T Zinner, C Sieber… - Proceedings of the 11th …, 2020 - dl.acm.org
HTTP Adaptive Streaming (HAS) is the de-facto standard for video delivery over the Internet.
It enables dynamic adaptation of video quality by splitting a video into small segments and …

Evaluation of the benefits of variable segment durations for adaptive streaming

S Schwarzmann, T Zinner, S Geissler… - … Conference on Quality …, 2018 - ieeexplore.ieee.org
HTTP Adaptive Streaming (HAS) is the de-facto standard for video delivery over the Internet.
It enables the dynamic adaptation of video quality by splitting the video clip into small …

Prepare your video for streaming with segue

M Licciardello, L Humbel, F Rohr, M Grüner… - arXiv preprint arXiv …, 2022 - arxiv.org
We identify new opportunities in video streaming, involving the joint consideration of offline
video chunking and online rate adaptation. Due to a video's complexity varying over time …

[Solution] Prepare your video for streaming with Segue

M Licciardello, L Humbel, F Rohr… - Journal of Systems …, 2022 - escholarship.org
We identify new opportunities in video streaming, involving the joint consideration of offline
video chunking and on-line rate adaptation. Due to a video's complexity varyingover time …

[PDF][PDF] Modeling and design of novel QoE management strategies for adaptive video streaming

SM Schwarzmann - 2022 - depositonce.tu-berlin.de
Today's Internet serves a huge variety of different applications with diverse and ever
increasing demands on the underlying network. Among others, current trends towards …

Not Taken for Granted: Configuring Scalable Live Video Streaming Under Throughput Fluctuations in Mobile Edge Networks

Y Jiang, B Sun, DHK Tsang - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
We consider end-to-end live video streaming in mobile edge networks with fluctuating but
predictable throughput. We employ scalable video coding (SVC) to adapt the bitrate of each …

Flow-level traffic model for adaptive streaming services in mobile networks

YT Lin, T Bonald, SE Elayoubi - Computer Networks, 2018 - Elsevier
This paper proposes a traffic model for mobile networks carrying adaptive streaming. The
proposed model takes into account the flow dynamics and some application-level …

Flow level performance evaluation in mobile networks: Analytical modeling and empirical validation

SE Elayoubi, Y Khadraoui, B Baynat… - Computer …, 2017 - Elsevier
The purpose of this paper is to identify, through empirical validation, the best analytical
model for QoS and capacity estimation in mobile data networks. We first present two different …

[PDF][PDF] Understanding, reconstructing and optimising adaptive bitrate video streaming

M Licciardello - 2022 - research-collection.ethz.ch
Video streaming applications account for the majority of Internet traffic nowadays. For this
reason, video streaming system optimisation is of utmost importance, with interesting new …