Unsupervised machine learning for networking: Techniques, applications and research challenges

M Usama, J Qadir, A Raza, H Arif, KLA Yau… - IEEE …, 2019 - ieeexplore.ieee.org
While machine learning and artificial intelligence have long been applied in networking
research, the bulk of such works has focused on supervised learning. Recently, there has …

[HTML][HTML] Exploring the role of 6G technology in enhancing quality of experience for m-health multimedia applications: A comprehensive survey

MM Nasralla, SBA Khattak, I Ur Rehman, M Iqbal - Sensors, 2023 - mdpi.com
Mobile-health (m-health) is described as the application of medical sensors and mobile
computing to the healthcare provision. While 5G networks can support a variety of m-health …

QoE management of multimedia streaming services in future networks: A tutorial and survey

AA Barakabitze, N Barman, A Ahmad… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
The highly demanding Over-The-Top (OTT) multimedia applications pose increased
challenges to Internet Service Providers (ISPs) for assuring a reasonable Quality of …

QoE modeling for HTTP adaptive video streaming–a survey and open challenges

N Barman, MG Martini - Ieee Access, 2019 - ieeexplore.ieee.org
With the recent increased usage of video services, the focus has recently shifted from the
traditional quality of service-based video delivery to quality of experience (QoE)-based video …

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 …

A survey on multimedia services QoE assessment and machine learning-based prediction

G Kougioumtzidis, V Poulkov, ZD Zaharis… - IEEE …, 2022 - ieeexplore.ieee.org
The groundbreaking evolution in mobile and wireless communication networks design in
recent years, in combination with the advancement of mobile terminal equipment …

QoE in video transmission: A user experience-driven strategy

T Zhao, Q Liu, CW Chen - IEEE Communications Surveys & …, 2016 - ieeexplore.ieee.org
The increasing popularity of video (ie, audio-visual) applications or services over both wired
and wireless links has prompted recent growing interests in the investigations of quality of …

A survey of emerging concepts and challenges for QoE management of multimedia services

L Skorin-Kapov, M Varela, T Hoßfeld… - ACM Transactions on …, 2018 - dl.acm.org
Quality of Experience (QoE) has received much attention over the past years and has
become a prominent issue for delivering services and applications. A significant amount of …

The impact of the quality of intelligent experience on smart retail engagement

X Fan, N Ning, N Deng - Marketing Intelligence & Planning, 2020 - emerald.com
Purpose Previous studies have considered customers' psychological responses to
intelligent retail technology adoption, but have not considered how technology integration …

Quality of experience management in mobile cellular networks: key issues and design challenges

E Liotou, D Tsolkas, N Passas… - IEEE Communications …, 2015 - ieeexplore.ieee.org
Telecom operators have recently faced the need for a radical shift from technical quality
requirements to customer experience guarantees. This trend has emerged due to the …