A L\'{e}vy input model with additional state-dependent services

TL;DR

This paper analyzes a queueing model where workload dynamics are driven by a spectrally positive Lévy process with state-dependent service modifications at random exponential times, deriving the steady-state workload distribution.

Contribution

It introduces a novel Lévy input queueing model with state-dependent service adjustments at random epochs and provides a detailed steady-state analysis.

Findings

Derived the steady-state workload distribution for the model

Characterized the impact of state-dependent services on workload dynamics

Provided explicit formulas for special cases like the $(B_i - y)^+$ functional

Abstract

We consider a queuing model with the workload evolving between consecutive i.i.d. exponential timers $\{e_q^{(i)}\}_{i=1,2,...}$ according to a spectrally positive L\'{e}vy process $Y(t)$ which is reflected at 0. When the exponential clock $e_q^{(i)}$ ends, the additional state-dependent service requirement modifies the workload so that the latter is equal to $F_i(Y(e_q^{(i)}))$ at epoch $e^{(1)}_q+...+e^{(i)}_q$ for some random nonnegative i.i.d. functionals $F_i$. In particular, we focus on the case when $F_i(y)=(B_i-y)^+$, where $\{B_i\}_{i=1,2,...}$ are i.i.d. nonnegative random variables. We analyse the steady-state workload distribution for this model.