Title :
Performance bounds for nonhomogeneous queues
Author_Institution :
Dept. of Syst. Sci. & Math., Washington Univ., St. Louis, MO, USA
fDate :
5/1/1998 12:00:00 AM
Abstract :
This paper considers nonhomogeneous M(t)/M(t)1 queues which can model systems such as communications networks. For such systems, bounds on moment-generating functions and on the tail distribution of the queue process are obtained. These bounds are useful for characterizing the quality of service a system can provide to its users. An approach utilizing the theory of differential equations is adapted. The bounds given in this paper are tighter than those previously available. In fact, the bounds can be made arbitrarily tight given sufficient computational effort
Keywords :
Markov processes; differential equations; probability; queueing theory; Poisson processes; differential equations; moment-generating functions; nonhomogeneous queues; performance bounds; probability; queueing systems; queueing theory; service quality; tail distribution; Adaptive signal processing; Automatic control; Control design; Feedback control; Jacobian matrices; Optimal control; Quality of service; Robust control; Signal processing algorithms; System identification;
Journal_Title :
Automatic Control, IEEE Transactions on