A control-theoretic approach for dynamic adaptive video streaming over HTTP
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 …
impacts revenues for content providers and delivery systems. Given that there is little support …
Lumos5G: Map** and predicting commercial mmWave 5G throughput
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 …
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
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 …
video delivery system. Several efforts have argued that accurate throughput prediction can …
A survey on client throughput prediction algorithms in wired and wireless networks
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 …
devices and people will increase even more in the future. Nevertheless, prediction of Quality …
Towards agile and smooth video adaptation in dynamic HTTP streaming
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 …
and on-demand video streaming services. Video adaptation algorithms in existing DASH …
MP-DASH: Adaptive video streaming over preference-aware multipath
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 …
WiFi and cellular) can dramatically improve users' quality of experience (QoE) for mobile …
[PDF][PDF] iPlane an information plane for distributed services
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 …
service providing accurate predictions of Internet path performance for emerging overlay …
{CFA}: A practical prediction system for video {QoE} optimization
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 …
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
The highly dynamic wireless communication environment poses a challenge for many
applications (eg, adaptive multimedia streaming services). Providing accurate TP can …
applications (eg, adaptive multimedia streaming services). Providing accurate TP can …
A machine learning approach to TCP throughput prediction
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 …
between data senders and receivers. In this paper, we describe a new lightweight method …