Stability Conditions for Multidimensional Queueing Systems with Computer Applications

A fundamental question arising in the analysis of queueing systems is whether a system is stable or unstable. For systems modeled by infinite Markov chains, we may study the ergodicity and nonergodicity of the chains. Foster showed that sufficient conditions for ergodicity are linked with the average drift. However, complications arise when multidimensional Markov chains are analyzed. We present three methods that provide sufficient conditions for ergodicity and nonergodicity of a multidimensional Markov chain. These methods are next applied to two multidimensional queueing systems: buffered contention packet broadcast systems and coupled processor systems.

[1]  Onno Boxma,et al.  Boundary value problems in queueing system analysis , 1983 .

[2]  Kai Lai Chung,et al.  Markov Chains with Stationary Transition Probabilities , 1961 .

[3]  Marc A. Kaplan,et al.  A sufficient condition for nonergodicity of a Markov chain , 1979 .

[4]  Wojciech Szpankowski Bounds for Queue Lengths in a Contention Packet Broadcast System , 1986, IEEE Trans. Commun..

[5]  Â Zvi Rosberg A positive recurrence criterion associated with multidimensional queueing processes , 1980 .

[6]  Samuel Karlin,et al.  A First Course on Stochastic Processes , 1968 .

[7]  Anthony Ephremides,et al.  Analysis, stability, and optimization of slotted ALOHA with a finite number of buffered users , 1980 .

[8]  F. G. Foster On the Stochastic Matrices Associated with Certain Queuing Processes , 1953 .

[9]  G. Fayolle,et al.  Two coupled processors: The reduction to a Riemann-Hilbert problem , 1979 .

[10]  R. Tweedie Criteria for classifying general Markov chains , 1976, Advances in Applied Probability.

[11]  Paul G. Marlin,et al.  On the Ergodic Theory of Markov Chains , 1973, Oper. Res..

[12]  Michael Kaplan,et al.  A sufficient condition of nonergodicity of a Markov chain (Corresp.) , 1979, IEEE Trans. Inf. Theory.

[13]  Loren P. Clare,et al.  Control procedures for slotted Aloha systems that achieve stability , 1986, SIGCOMM '86.

[14]  Erol Gelenbe,et al.  Stability and Optimal Control of the Packet Switching Broadcast Channel , 1977, JACM.

[15]  A. G. Pakes,et al.  Some Conditions for Ergodicity and Recurrence of Markov Chains , 1969, Oper. Res..

[16]  R. L. Tweedie,et al.  Criteria for ergodicity, exponential ergodicity and strong ergodicity of Markov processes , 1981, Journal of Applied Probability.

[17]  Ward Whitt,et al.  Comparison methods for queues and other stochastic models , 1986 .

[18]  Z. Rosberg,et al.  A note on the ergodicity of Markov chains , 1981, Journal of Applied Probability.

[19]  Wojciech Szpankowski,et al.  Some Theorems on Instability with Applications to Multiaccess Protocols , 1988, Oper. Res..

[20]  T. Kamae,et al.  Stochastic Inequalities on Partially Ordered Spaces , 1977 .