Abstract
This paper studies a control problem for the multiclass G/G/1 queue for a risk-sensitive cost of the form n-1logEexp∑iciXin(T), where ci> 0 and T> 0 are constants, Xin denotes the class-i queue length process, and the numbers of arrivals and service completions per unit time are of order n. The main result is the asymptotic optimality, as n→ ∞, of a priority policy, provided that ci are sufficiently large. Such a result has been known only in the Markovian (M/M/1) case. The index which determines the priority is explicitly computed in the case of Gamma-distributed interarrival and service times.
| Original language | English |
|---|---|
| Pages (from-to) | 265-278 |
| Number of pages | 14 |
| Journal | Queueing Systems |
| Volume | 84 |
| Issue number | 3-4 |
| DOIs | |
| State | Published - 1 Dec 2016 |
Keywords
- Large deviations
- Multiclass G/G/1
- Risk-sensitive control
All Science Journal Classification (ASJC) codes
- Statistics and Probability
- Computer Science Applications
- Management Science and Operations Research
- Computational Theory and Mathematics