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 …
Supervised-learning-based qoe prediction of video streaming in future networks: A tutorial with comparative study
Quality of experience (QoE)-based service management remains key for successful
provisioning of multimedia services in next-generation networks such as 5G/6G, which …
provisioning of multimedia services in next-generation networks such as 5G/6G, which …
Quality of experience models for multimedia streaming
Understanding how quality is perceived by viewers of multimedia streaming services is
essential for efficient management of those services. Quality of Experience (QoE) is a …
essential for efficient management of those services. Quality of Experience (QoE) is a …
On user-centric modular QoE prediction for VoIP based on machine-learning algorithms
P Charonyktakis, M Plakia… - … on mobile computing, 2015 - ieeexplore.ieee.org
The impact of the network performance on the quality of experience (QoE) for various
services is not well-understood. Assessing the impact of different network and channel …
services is not well-understood. Assessing the impact of different network and channel …
Feature-based prediction of streaming video QoE: Distortions, stalling and memory
Mobile streaming video data accounts for a large and increasing percentage of wireless
network traffic. The available bandwidths of modern wireless networks are often unstable …
network traffic. The available bandwidths of modern wireless networks are often unstable …
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 …
Predicting quality of experience in multimedia streaming
V Menkovski, A Oredope, A Liotta… - Proceedings of the 7th …, 2009 - dl.acm.org
Measuring and predicting the user's Quality of Experience (QoE) of a multimedia stream is
the first step towards improving and optimizing the provision of mobile streaming services …
the first step towards improving and optimizing the provision of mobile streaming services …
Estimating video streaming QoE in the 5G architecture using machine learning
S Schwarzmann, C Cassales Marquezan… - Proceedings of the 4th …, 2019 - dl.acm.org
Compared to earlier mobile network generations, the 5G system architecture has been
significantly enhanced by the introduction of network analytics functionalities and ex-tended …
significantly enhanced by the introduction of network analytics functionalities and ex-tended …
QoE in video transmission: A user experience-driven strategy
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 …
and wireless links has prompted recent growing interests in the investigations of quality of …
A review of predictive quality of experience management in video streaming services
MT Vega, C Perra, F De Turck… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Satisfying the requirements of devices and users of online video streaming services is a
challenging task. It requires not only managing the network quality of service but also to …
challenging task. It requires not only managing the network quality of service but also to …