A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques

N Bui, M Cesana, SA Hosseini, Q Liao… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
A growing trend for information technology is to not just react to changes, but anticipate them
as much as possible. This paradigm made modern solutions, such as recommendation …

Adaptive bitrate selection: A survey

Y Sani, A Mauthe, C Edwards - IEEE Communications Surveys …, 2017 - ieeexplore.ieee.org
HTTP adaptive streaming (HAS) is the most recent attempt regarding video quality
adaptation. It enables cheap and easy to implement streaming technology without the need …

A variegated look at 5G in the wild: performance, power, and QoE implications

A Narayanan, X Zhang, R Zhu, A Hassan… - Proceedings of the …, 2021 - dl.acm.org
Motivated by the rapid deployment of 5G, we carry out an in-depth measurement study of the
performance, power consumption, and application quality-of-experience (QoE) of …

Neural adaptive video streaming with pensieve

H Mao, R Netravali, M Alizadeh - Proceedings of the conference of the …, 2017 - dl.acm.org
Client-side video players employ adaptive bitrate (ABR) algorithms to optimize user quality
of experience (QoE). Despite the abundance of recently proposed schemes, state-of-the-art …

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 …

Viewport-adaptive navigable 360-degree video delivery

X Corbillon, G Simon, A Devlic… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
The delivery and display of 360-degree videos on Head-Mounted Displays (HMDs) presents
many technical challenges. 360-degree videos are ultra high resolution spherical videos …

Awstream: Adaptive wide-area streaming analytics

B Zhang, X **, S Ratnasamy, J Wawrzynek… - Proceedings of the 2018 …, 2018 - dl.acm.org
The emerging class of wide-area streaming analytics faces the challenge of scarce and
variable WAN bandwidth. Non-adaptive applications built with TCP or UDP suffer from …

Beyond throughput: A 4G LTE dataset with channel and context metrics

D Raca, JJ Quinlan, AH Zahran… - Proceedings of the 9th …, 2018 - dl.acm.org
In this paper, we present a 4G trace dataset composed of client-side cellular key
performance indicators (KPIs) collected from two major Irish mobile operators, across …