van der Mei, Robert D. ; Bhatnagar, Shalabh ; Fu, Michael C. ; Marcus, Steven I. ; Heyman, Daniel P. (1999) Rate-based ABR flow control using two timescale SPSA In: Proceedings of SPIE Conference on Performance and Control of Network Systems III, 18 August 1999, Boston, MA, United States.
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Official URL: http://doi.org/10.1117/12.360365
Related URL: http://dx.doi.org/10.1117/12.360365
Abstract
In this paper, a two timescale simultaneous perturbation stochastic approximation algorithm is developed and applied to closed loop rate based available bit rate 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.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Source: | Copyright of this article belongs to Society of Photo-Optical Instrumentation Engineers (SPIE). |
| Keywords: | Rate-Based ABR Flow Control; Two Timescale SPSA; Optimal Parameterized Feedback Policies. |
| ID Code: | 116747 |
| Deposited On: | 01 Apr 2021 12:01 |
| Last Modified: | 12 Apr 2021 07:32 |
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