Bamboo: Boosting Training Efficiency for Real-Time Video Streaming via Online Grouped Federated Transfer Learning.
Qianyuan ZhengHao ChenZhan MaPublished in: APNet (2023)
Keyphrases
- transfer learning
- video streaming
- real time
- streaming video
- knowledge transfer
- video streams
- learning algorithm
- video quality
- active learning
- machine learning
- reinforcement learning
- cross domain
- low complexity
- transfer knowledge
- labeled data
- text classification
- machine learning algorithms
- peer to peer
- semi supervised learning
- unlabeled data
- computational complexity
- training set
- collaborative filtering
- text categorization
- supervised learning
- multi task
- user experience
- video content
- quality assessment
- bit rate
- coding scheme
- digital libraries
- target domain
- video coding
- multi view