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A survey of anticipatory mobile networking: Context-based classification, prediction methodologies, and optimization techniques
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 …
as much as possible. This paradigm made modern solutions, such as recommendation …
Adaptive bitrate selection: A survey
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 …
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
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 …
performance, power consumption, and application quality-of-experience (QoE) of …
Neural adaptive video streaming with pensieve
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 …
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
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 …
Viewport-adaptive navigable 360-degree video delivery
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 …
many technical challenges. 360-degree videos are ultra high resolution spherical videos …
Awstream: Adaptive wide-area streaming analytics
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 …
variable WAN bandwidth. Non-adaptive applications built with TCP or UDP suffer from …
Beyond throughput: A 4G LTE dataset with channel and context metrics
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 …
performance indicators (KPIs) collected from two major Irish mobile operators, across …