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Timeout control in distributed systems using Perturbation Analysis | IEEE Conference Publication | IEEE Xplore

Timeout control in distributed systems using Perturbation Analysis


Abstract:

Timeout control is a simple mechanism used when direct feedback is either impossible, unreliable, or too costly, as is often the case in distributed systems. Its effectiv...Show More

Abstract:

Timeout control is a simple mechanism used when direct feedback is either impossible, unreliable, or too costly, as is often the case in distributed systems. Its effectiveness is determined by a timeout threshold parameter and our goal is to quantify the effect of this parameter on the behavior of such systems. In this paper, we consider a basic communication system with timeout control, model it as a stochastic flow system, and use Infinitesimal Perturbation Analysis to determine the sensitivity of a “goodput” performance metric with respect to the timeout threshold parameter. In conjunction with a gradient-based scheme, we show that we can determine an optimal value of this parameter. Some numerical examples are included.
Date of Conference: 12-15 December 2011
Date Added to IEEE Xplore: 01 March 2012
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Conference Location: Orlando, FL, USA

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