A control-theoretic approach for dynamic adaptive video streaming over HTTP

X Yin, A **dal, V Sekar, B Sinopoli - … of the 2015 ACM Conference on …, 2015 - dl.acm.org
User-perceived quality-of-experience (QoE) is critical in Internet video applications as it
impacts revenues for content providers and delivery systems. Given that there is little support …

Lumos5G: Map** and predicting commercial mmWave 5G throughput

A Narayanan, E Ramadan, R Mehta, X Hu… - Proceedings of the …, 2020 - dl.acm.org
The emerging 5G services offer numerous new opportunities for networked applications. In
this study, we seek to answer two key questions: i) is the throughput of mmWave 5G …

CS2P: Improving video bitrate selection and adaptation with data-driven throughput prediction

Y Sun, X Yin, J Jiang, V Sekar, F Lin, N Wang… - Proceedings of the …, 2016 - dl.acm.org
Bitrate adaptation is critical in ensuring good users' quality-of-experience (QoE) in Internet
video delivery system. Several efforts have argued that accurate throughput prediction can …

A survey on client throughput prediction algorithms in wired and wireless networks

J Schmid, A Höss, BW Schuller - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Network communication has become a part of everyday life, and the interconnection among
devices and people will increase even more in the future. Nevertheless, prediction of Quality …

Towards agile and smooth video adaptation in dynamic HTTP streaming

G Tian, Y Liu - Proceedings of the 8th international conference on …, 2012 - dl.acm.org
Dynamic Adaptive Streaming over HTTP (DASH) is widely deployed on the Internet for live
and on-demand video streaming services. Video adaptation algorithms in existing DASH …

MP-DASH: Adaptive video streaming over preference-aware multipath

B Han, F Qian, L Ji, V Gopalakrishnan - Proceedings of the 12th …, 2016 - dl.acm.org
Compared with using only a single wireless path such as WiFi, leveraging multipath (eg,
WiFi and cellular) can dramatically improve users' quality of experience (QoE) for mobile …

[PDF][PDF] iPlane an information plane for distributed services

HV Madhyastha, T Isdal, M Piatek, C Dixon… - Proceedings of the 7th …, 2006 - usenix.org
In this paper, we present the design, implementation, and evaluation of iPlane, a scalable
service providing accurate predictions of Internet path performance for emerging overlay …

{CFA}: A practical prediction system for video {QoE} optimization

J Jiang, V Sekar, H Milner, D Shepherd… - … USENIX Symposium on …, 2016 - usenix.org
Many prior efforts have suggested that Internet video Quality of Experience (QoE) could be
dramatically improved by using data-driven prediction of video quality for different choices …

On leveraging machine and deep learning for throughput prediction in cellular networks: Design, performance, and challenges

D Raca, AH Zahran, CJ Sreenan… - IEEE …, 2020 - ieeexplore.ieee.org
The highly dynamic wireless communication environment poses a challenge for many
applications (eg, adaptive multimedia streaming services). Providing accurate TP can …

A machine learning approach to TCP throughput prediction

M Mirza, J Sommers, P Barford… - IEEE/ACM Transactions …, 2010 - ieeexplore.ieee.org
TCP throughput prediction is an important capability for networks where multiple paths exist
between data senders and receivers. In this paper, we describe a new lightweight method …