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by Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus
http://www.ece.umd.edu/~marcus/docs/abr_spie.ps
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Abstract:
In this paper, a two timescale simultaneous perturbation stochastic approximation (SPSA) algorithm is developed and applied to closed loop rate based available bit rate (ABR) flow control. The relevant convergence results are stated and explained. Numerical experiments demonstrate fast convergence even in the presence of significant delays and a large number of parameterized policy levels. Keywords: Rate-based ABR flow control, Two timescale SPSA, Optimal parameterized feedback policies. 1.
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