Abstract
We survey twenty years of research literature on video frame size forecasting. We organize the discussion of the literature using model type and model parameters as a taxonomy. We discuss how to use video frame size forecasts to forecast video bandwidth requirements. We provide extensive comparisons of forecast accuracy among the various mechanisms using data extracted from the literature and a set of common experiments we conducted. Lastly, we summarize our findings with respect to forecast accuracy and we identify open areas for research.
Original language | English |
---|---|
Article number | 6492305 |
Pages (from-to) | 1803-1818 |
Number of pages | 16 |
Journal | IEEE Communications Surveys and Tutorials |
Volume | 15 |
Issue number | 4 |
DOIs | |
State | Published - 2013 |
Keywords
- Bandwidth Forecasting
- Bandwidth Prediction
- Dynamic Bandwidth Allocation
- Video Bandwidth Forecasting
- Video Bandwidth Prediction
- Video Forecasting
- Video Prediction
DC Disciplines
- Electrical and Computer Engineering