Pitfalls of data-driven networking: A case study of latent causal confounders in video streaming.
Panchapakesan C. SruthiSanjay RaoBruno RibeiroPublished in: NetAI@SIGCOMM (2020)
Keyphrases
- video streaming
- data driven
- peer to peer
- observational data
- latent variables
- video streams
- network bandwidth
- low complexity
- video transmission
- video quality
- cross layer
- multiple description coding
- rate control
- distributed computing
- application layer
- error resilient
- multiple description
- video on demand
- streaming video
- bayesian networks
- causal relationships
- video content
- causal models
- scalable video
- directed acyclic graph
- user experience
- streaming services
- three dimensional
- user perceived
- joint optimization
- causal discovery
- image data
- rate adaptation