1. A Control-Theoretic Approach for Dynamic Adaptive Video Streaming over HTTP
Xiaoqi Yin, Abhishek Jindal, Vyas Sekar, Bruno Sinopoli Carnegie Mellon University
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2. Vyas Sekar
I am an Assistant Professor in the ECE Department at Carnegie Mellon University, with a courtesy appointment in the CS Department.  My research spans networking, security, and systems.  I am affiliated with CyLab

4. Control Theoretic Model

5. Control Theoretic Model

6. QOE

7. QOE

8. Classes of Algorithms

9. Model Predictive Control Approach for Optimal Bitrate Adaptation

10. Principles of MPC
Model Predictive Control (MPC) is a multivariable control algorithm that uses:
an internal dynamic model of the process
a history of past control moves and
an optimization cost function J over the receding prediction horizon,
to calculate the optimum control moves.

11. Principles of MPC

12. Decision Table
ROBOST MPC

13. Evaluation

14. Evaluation

15. Result

16. demo