A comprehensive survey on machine learning for networking: evolution, applications and research opportunities
Abstract Machine Learning (ML) has been enjoying an unprecedented surge in applications
that solve problems and enable automation in diverse domains. Primarily, this is due to the …
that solve problems and enable automation in diverse domains. Primarily, this is due to the …
Measurement of quality of experience of video-on-demand services: A survey
Video-on-demand streaming services have gained popularity over the past few years. An
increase in the speed of the access networks has also led to a larger number of users …
increase in the speed of the access networks has also led to a larger number of users …
Conceptualizing and measuring quality of experience of the internet of things: Exploring how quality is perceived by users
DH Shin - Information & Management, 2017 - Elsevier
The exponential development of the Internet of Things (IoT) makes it essential to cater to the
quality expectations of end users. Quality of experience (QoE) can become the guiding …
quality expectations of end users. Quality of experience (QoE) can become the guiding …
Survey and challenges of QoE management issues in wireless networks
With the move towards converged all‐IP wireless network environments, managing end‐
user Quality of Experience (QoE) poses a challenging task, aimed at meeting high user …
user Quality of Experience (QoE) poses a challenging task, aimed at meeting high user …
Waiting times in quality of experience for web based services
A considerable share of applications such as web or e-mail browsing, online picture viewing
and file downloads imply waiting times for their users, which is due to the turn-taking of …
and file downloads imply waiting times for their users, which is due to the turn-taking of …
From packets to people: quality of experience as a new measurement challenge
Over the course of the last decade, the concept of Quality of Experience (QoE) has gained
strong momentum, both from an academic research and an industry perspective. Being …
strong momentum, both from an academic research and an industry perspective. Being …
Audio-visual multimedia quality assessment: A comprehensive survey
Measuring perceived quality of audio-visual signals at the end-user has become an
important parameter in many multimedia networks and applications. It plays a crucial role in …
important parameter in many multimedia networks and applications. It plays a crucial role in …
The memory effect and its implications on Web QoE modeling
Quality of Experience (QoE) has gained enormous attention during the recent years. So far,
most of the existing QoE research has focused on audio and video streaming applications …
most of the existing QoE research has focused on audio and video streaming applications …
Survey on machine learning-based QoE-QoS correlation models
S Aroussi, A Mellouk - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
The machine learning provides a theoretical and methodological framework to quantify the
relationship between user OoE (Quality of Experience) and network QoS (Quality of …
relationship between user OoE (Quality of Experience) and network QoS (Quality of …
Quality of service versus quality of experience
It is often the case that in the current literature, the term “QoE” is used in contexts where
“QoS” would be more appropriate. This is likely due to several reasons, one of which being …
“QoS” would be more appropriate. This is likely due to several reasons, one of which being …