Why is multimedia quality of experience assessment a challenging problem?
Quality of experience (QoE) assessment occupies a key role in various multimedia networks
and applications. Recently, large efforts have been devoted to devise objective QoE metrics …
and applications. Recently, large efforts have been devoted to devise objective QoE metrics …
A survey on virtual network functions for media streaming: Solutions and future challenges
Media services must ensure an enhanced user's perceived quality during content playback
to attract and retain audiences, especially while the streams are distributed remotely via …
to attract and retain audiences, especially while the streams are distributed remotely via …
[HTML][HTML] A reinforcement learning-based routing for real-time multimedia traffic transmission over software-defined networking
M Al Jameel, T Kanakis, S Turner, A Al-Sherbaz… - Electronics, 2022 - mdpi.com
Recently, video streaming services consumption has grown massively and is foreseen to
increase even more in the future. The tremendous traffic usage has negatively impacted the …
increase even more in the future. The tremendous traffic usage has negatively impacted the …
A QoE-oriented scheduling scheme for energy-efficient computation offloading in UAV cloud system
Air ground integrated mobile cloud computing (MCC) provides UAVs with more flexibility
and resilience from the cloud computing architecture. However, the increasing aerial mobile …
and resilience from the cloud computing architecture. However, the increasing aerial mobile …
A sidelink-aided approach for secure multicast service delivery: From human-oriented multimedia traffic to machine type communications
To date, group-oriented communications have been mainly exploited for delivering
multimedia services in human-oriented communications while, in future fifth generation (5G) …
multimedia services in human-oriented communications while, in future fifth generation (5G) …
Actor-critic learning based QoS-aware scheduler for reconfigurable wireless networks
S Mollahasani, M Erol-Kantarci, M Hirab… - … on Network Science …, 2021 - ieeexplore.ieee.org
The flexibility offered by reconfigurable wireless networks, provide new opportunities for
various applications such as online AR/VR gaming, high-quality video streaming and …
various applications such as online AR/VR gaming, high-quality video streaming and …
Traffic data classification using machine learning algorithms in SDN networks
J Kwon, D Jung, H Park - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
As an efficient approach to proactively monitoring network dynamics, automatically
analyzing network data, and predicting network usage, machine learning has been widely …
analyzing network data, and predicting network usage, machine learning has been widely …
5G MEC-enabled vehicle discovery service for streaming-based CAM applications
Cooperative perception represents an important technology to fulfil the higher automation
levels of connected and automated mobility (CAM). In cooperative perception, the sensor …
levels of connected and automated mobility (CAM). In cooperative perception, the sensor …
MEC for fair, reliable and efficient media streaming in mobile networks
Beyond the advanced radio capabilities, 5G means a digital transformation, catalyzed by
cloud technologies, making the networks agile and broader. However, high and quick …
cloud technologies, making the networks agile and broader. However, high and quick …
Accuracy vs. cost trade-off for machine learning based QoE estimation in 5G networks
S Schwarzmann, CC Marquezan… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Since their first release, 5G systems have been enhanced with Network Data Analytics
Functionalities (NWDAF) as well as with the ability to interact with 3rd parties' Application …
Functionalities (NWDAF) as well as with the ability to interact with 3rd parties' Application …