Unsupervised machine learning for networking: Techniques, applications and research challenges
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 …
research, the bulk of such works has focused on supervised learning. Recently, there has …
A survey on parametric QoE estimation for popular services
As we are moving forward to the 5G era, we are witnessing a transformation in the way
networks are designed and behave, with the end-user placed at the epicenter of any …
networks are designed and behave, with the end-user placed at the epicenter of any …
A survey on multimedia services QoE assessment and machine learning-based prediction
The groundbreaking evolution in mobile and wireless communication networks design in
recent years, in combination with the advancement of mobile terminal equipment …
recent years, in combination with the advancement of mobile terminal equipment …
A survey of emerging concepts and challenges for QoE management of multimedia services
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 …
become a prominent issue for delivering services and applications. A significant amount of …
Edge user allocation with dynamic quality of service
In edge computing, edge servers are placed in close proximity to end-users. App vendors
can deploy their services on edge servers to reduce network latency experienced by their …
can deploy their services on edge servers to reduce network latency experienced by their …
QoE-aware user allocation in edge computing systems with dynamic QoS
As online services and applications are moving towards a more human-centered design,
many app vendors are taking the quality of experience (QoE) increasingly seriously. End-to …
many app vendors are taking the quality of experience (QoE) increasingly seriously. End-to …
Challenges of future multimedia QoE monitoring for internet service providers
The ever-increasing network traffic and user expectations at reduced cost make the delivery
of high Quality of Experience (QoE) for multimedia services more vital than ever in the eyes …
of high Quality of Experience (QoE) for multimedia services more vital than ever in the eyes …
Quality of experience-aware user allocation in edge computing systems: A potential game
As many applications and services are moving towards a more human-centered design, app
vendors are taking the quality of experience (QoE) increasingly seriously. End-to-end …
vendors are taking the quality of experience (QoE) increasingly seriously. End-to-end …
Evaluating QoE in VoIP networks with QoS mapping and machine learning algorithms
ZG Hu, HR Yan, T Yan, HJ Geng, GQ Liu - Neurocomputing, 2020 - Elsevier
The quality of experience (QoE) of the end-users is a critical criterion of measurement in
VoIP (Voice over Internet Protocol) systems for technical and commercial purposes. We …
VoIP (Voice over Internet Protocol) systems for technical and commercial purposes. We …
Survey on QoE assessment approach for network service
M Yang, S Wang, RN Calheiros, F Yang - Ieee Access, 2018 - ieeexplore.ieee.org
With the development of converged all-IP networks, new network services-supporting,
among others, image, audio, and video-with high diversity emerge, which brings huge …
among others, image, audio, and video-with high diversity emerge, which brings huge …