Abstract
We prove some new pathwise comparison results for single class stochastic fluid networks. Under fairly general conditions, monotonicity with respect to the (state- and time-dependent) routing matrices is shown. Under more restrictive assumptions, monotonicity with respect to the service rates is shown as well. We conclude by using the comparison results to establish a moment bound, a stability result for stochastic fluid networks with Lévy inputs, and a comparison result for multi-class GPS networks.
Similar content being viewed by others
References
Asmussen, S.: Applied Probability and Queues. Applications of Mathematics, vol. 51, 2nd edn. Springer, New York (2003)
Chen, H., Yao, D.D.: Fundamentals of Queueing Networks. Applications of Mathematics, vol. 46. Springer-Verlag, New York (2001)
Kella, O.: Parallel and tandem fluid networks with dependent Lévy inputs. Ann. Appl. Probab. 3(3), 682–695 (1993)
Kella, O.: Stability and nonproduct form of stochastic fluid networks with Lévy inputs. Ann. Appl. Probab. 6(1), 186–199 (1996)
Kella, O., Whitt, W.: In: Basawa, I., Bhat, U. (eds.) A Tandem Fluid Queue with Lévy Inputs. Oxford University Press, London (1992)
Kella, O., Whitt, W.: Useful martingales for stochastic storage processes with Lévy input. J. Appl. Probab. 29(2), 396–403 (1992)
Kella, O., Whitt, W.: Stability and structural properties of stochastic storage networks. J. Appl. Probab. 33(4), 1169–1180 (1996)
Piera, F.J., Mazumdar, R.R.: Comparison results for reflected jump-diffusions in the orthant with variable reflection directions and stability applications. Electron. J. Probab. 13(61), 1886–1908 (2008)
Ramasubramanian, S.: A subsidy-surplus model and the Skorokhod problem in an orthant. Math. Oper. Res. 25(3), 509–538 (2000)
Whitt, W.: Stochastic-Process Limits. Springer Series in Operations Research. Springer, New York (2002)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Haddad, JP., Mazumdar, R.R. & Piera, F.J. Pathwise comparison results for stochastic fluid networks. Queueing Syst 66, 155–168 (2010). https://doi.org/10.1007/s11134-010-9187-9
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11134-010-9187-9