Machine Learning based KPI Monitoring of Video Streaming Traffic for QoE Estimation.
Özge CelenkThomas BauschertMarcus EckertPublished in: SIGMETRICS Perform. Evaluation Rev. (2021)
Keyphrases
- video streaming
- machine learning
- network resources
- resource utilization
- video streams
- video quality
- real time
- rate control
- peer to peer
- application layer
- low complexity
- multiple description coding
- video content
- strategic alignment
- key performance indicators
- packet loss
- network conditions
- user experience
- video coding
- decision support
- scalable video
- congestion control
- streaming services
- image quality
- computer vision
- quality assessment
- network traffic
- video data
- knowledge discovery