Existence and characterization of product-form invariant distributions for state-dependent stochastic networks in the heavy-traffic diffusion limit

被引:3
|
作者
Piera, Francisco J. [1 ]
Mazumdar, Ravi R. [2 ]
Guillemin, Fabrice M. [3 ]
机构
[1] Univ Chile, Dept Elect Engn, Santiago 8370451, Chile
[2] Univ Waterloo, Dept Elect Commun Engn, Waterloo, ON N2L 3G1, Canada
[3] France Telecom R&D, F-22300 Lannion, France
基金
美国国家科学基金会; 加拿大自然科学与工程研究理事会;
关键词
stochastic networks; heavy-traffic limits; jump-diffusions; state-dependent oblique reflections; product-form stationary distributions; local times; skorokhod maps; reflection maps; regulator processes;
D O I
10.1007/s11134-007-9056-3
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We consider state-dependent stochastic networks in the heavy-traffic diffusion limit represented by reflected jump-diffusions in the orthant R-+(n) with state-dependent reflection directions upon hitting boundary faces. Jumps are allowed in each coordinate by means of independent Poisson random measures with jump amplitudes depending on the state of the process immediately before each jump. For this class of reflected jump-diffusion processes sufficient conditions for the existence of a product-form stationary density and an ergodic characterization of the stationary distribution are provided. Moreover, such stationary density is characterized in terms of semi-martingale local times at the boundaries and it is shown to be continuous and bounded. A central role is played by a previously established semi-martingale local time representation of the regulator processes.
引用
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页码:3 / 27
页数:25
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