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QUESTA
2007
103views more  QUESTA 2007»
13 years 6 months ago
Large deviations and importance sampling for a tandem network with slow-down
We consider a variant of the two node tandem Jackson network where the upstream server reduces its service rate when the downstream queue exceeds some prespecified threshold. The...
Paul Dupuis, Kevin Leder, Hui Wang
JMLR
2010
137views more  JMLR 2010»
13 years 2 months ago
Importance Sampling for Continuous Time Bayesian Networks
A continuous time Bayesian network (CTBN) uses a structured representation to describe a dynamic system with a finite number of states which evolves in continuous time. Exact infe...
Yu Fan, Jing Xu, Christian R. Shelton
QUESTA
2007
95views more  QUESTA 2007»
13 years 6 months ago
Alternative proof and interpretations for a recent state-dependent importance sampling scheme
Recently, a state-dependent change of measure for simulating overflows in the two-node tandem queue was proposed by Dupuis et al. (Ann. Appl. Probab. 17(4):1306– 1346, 2007), to...
Pieter-Tjerk de Boer, Werner R. W. Scheinhardt
QUESTA
2010
89views more  QUESTA 2010»
13 years 5 months ago
Asymptotically optimal importance sampling for Jackson networks with a tree topology
Consider a stable open Jackson Network with a tree topology. Customers arrive at the single root of the tree. The system is stable in the sense that the average service rate at ea...
Ali Devin Sezer
TOMACS
2010
182views more  TOMACS 2010»
13 years 5 months ago
State-dependent importance sampling for a Jackson tandem network
This paper considers importance sampling as a tool for rare-event simulation. The focus is on estimating the probability of overflow in the downstream queue of a Jacksonian two-n...
Denis I. Miretskiy, Werner R. W. Scheinhardt, Mich...