Transcoding time prediction
Transcoding time prediction
The project is not associated with Youtube company in any way, just the metadata of videos
How much time does it take to transcode the video?
Dataset & Problem
- 168286 instances
- 22 columns
- Two sets of independent variables
- Regression problem
- Correlation by definition
Features of a video stream
- i-p-b frames
- Bitrate
- Codec
- Frame dimensions
I-frame
P-Frame
B-Frame
Direct correlation with data amount
Bitrate
Frame size
- Directly increases size of i-frame
- Not too significant in other frames
- Affects needed computational resources
Clear specs
High correlation
Harvard
|
Deneke, Tewodors, Habtegebreil Haile, Sébastien Lafond, and Johan Lilius. "Video transcoding time prediction for proactive load balancing." In 2014 IEEE International Conference on Multimedia and Expo (ICME), pp. 1-6. IEEE, 2014. |
References
deck
By Olzhas Zhumabek
