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Multi-channel Resource Allocation for Smooth Streaming: Non-convexity and Bandits
[article]
2022
arXiv
pre-print
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. Minimization of total user dissatisfaction in a multi-channel cellular network leads to a non-convex problem. Utilizing a combinatorial structure in this problem, we first propose a polynomial time joint admission control and channel allocation algorithm which is provably (almost) optimal. This scheme assumes that the
arXiv:2105.05243v2
fatcat:qzja3yua6ne3jgd7q3v7zmeucy