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Journals ACM SIGMETRICS Performance Evaluation Review Volume 28 Issue 4

In this paper, we consider the performance analysis problem for a work conserving link with a large number of independent regulated inputs. For such a problem, we derive simple stochastic bounds under a general traffic constraint for the inputs. The bound for queue length is shown to be a stochastic extension of the deterministic worst case bound and it is asymptotically tighter than the bound in Kesidis and Konstantopoulos 5. We also test the bound by considering periodic inputs with independent starting phases. Based on importance sampling, we propose a fast simulation algorithm that achieves significant variance reduction. The simulations results are compared with our stochastic bound and the bound 5.

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Large deviation analysis for multiplexing independent regulated inputs

Chang, Cheng-Shang; Chiu, Yuh-ming; Song, Wheyming Tina
ACM SIGMETRICS Performance Evaluation Review , Volume 28 (4)
Association for Computing Machinery – Mar 1, 2001

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