… live streaming service and adapts their bitrates based on network conditions, client states and
video characteristics. The … Sun, “QARC: Video quality aware rate control for real-time video …

We present a straightforward, non-intrusive adaptive bit rate streaming segment quality … on
the user's quality of experience, thus benefiting consumers of video streaming services. This …

… By analyzing the subjective characteristics towards streaming … Using a variant of projected
gradient descent, we optimize … , “QARC: Video quality aware rate control for real-time video …

… By analyzing the subjective characteristics towards streaming videos from a corpus of …
Using a variant of projected gradient descent, we optimize the objective QoE model over a …

… Meanwhile, we utilize 1D-CNN or fully connected layer to extract the useful characteristics
from each metric upon the video playback inputs. The selected features are passed into a …

… Therefore, we propose Comyco, a video quality-aware learning-based ABR approach that
… higher perceptual video qualities rather than video bitrates; ii) training the policy via imitating …

… ) framework for adaptive streaming applications. … uses XGboost-based models to estimate
bitrate-resolution-QP triples for a given video segment based on spatiotemporal characteristics…

… a quality-aware data saving strategy, which provides data savings while allowing users’ direct
control of the video quality… In this section, we describe the encoding characteristics of both …

… under real traffic situations, by using traces captured in real mobile network. Our studies
were conducted with comparison to some non video-quality-aware ABR (BBA, FESTIVE, OSMF, …

… Hypertext Transfer Protocol (HTTP) adaptive streaming aims to achieve high Quality of
Experience (QoE) in video streaming… video characteristics. The process of determining the optimal …