A Machine Learning Resource Allocation Solution to Improve Video Quality in Remote Education.
Ioan-Sorin ComsaAndreea MolnarIrina TalPer BergaminGabriel-Miro MunteanCristina Hava MunteanRamona TrestianPublished in: IEEE Trans. Broadcast. (2021)
Keyphrases
- resource allocation
- video quality
- machine learning
- resource allocation problems
- allocation problems
- optimal resource allocation
- bit rate
- video coding
- packet loss
- error propagation
- resource management
- compressed video
- quality assessment
- scarce resources
- video streaming
- bitstream
- error concealment
- wireless channels
- resource allocation decisions
- resource allocation and scheduling
- distributed resource allocation
- frame rate
- video content
- real time
- video transmission
- optimal allocation
- combinatorial auctions
- visual quality
- rate distortion
- computer vision