Multi-channel Resource Allocation for Smooth Streaming: Non-convexity and Bandits

Akhil Bhimaraju, Atul A. Zacharias, Avhishek Chatterjee

User dissatisfaction due to buffering pauses during streaming is a significant cost to the system, which we model as a non-decreasing function of the frequency of buffering pause.…