Probabilistic Constrained Optimization for Predictive Video Streaming by Deep Learning.
Manru YinChengjian SunChenyang YangShengqian HanPublished in: IEEE Trans. Commun. (2023)
Keyphrases
- constrained optimization
- deep learning
- video streaming
- video streams
- unsupervised learning
- objective function
- video quality
- penalty function
- peer to peer
- machine learning
- video transmission
- low complexity
- user experience
- generative model
- weakly supervised
- bayesian networks
- mental models
- probabilistic model
- video content
- streaming services
- video coding
- bit rate
- frame rate
- particle swarm optimization
- text classification
- semi supervised
- high quality
- e learning