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Logarithmic asymptotics for steady-state tail probabilities in a single-server queue
- Source :
- Journal of Applied Probability. 31:131-156
- Publication Year :
- 1994
- Publisher :
- Cambridge University Press (CUP), 1994.
-
Abstract
- We consider the standard single-server queue with unlimited waiting space and the first-in first-out service discipline, but without any explicit independence conditions on the interarrival and service times. We find conditions for the steady-state waiting-time distribution to have asymptotics of the form x –1 log P(W > x) → –θ ∗as x → ∞for θ ∗ > 0. We require only stationarity of the basic sequence of service times minus interarrival times and a Gärtner–Ellis condition for the cumulant generating function of the associated partial sums, i.e. n –1 log E exp (θSn ) → ψ (θ) as n → ∞, plus regularity conditions on the decay rate function ψ. The asymptotic decay rate θ is the root of the equation ψ (θ) = 0. This result in turn implies a corresponding asymptotic result for the steady-state workload in a queue with general non-decreasing input. This asymptotic result covers the case of multiple independent sources, so that it provides additional theoretical support for a concept of effective bandwidths for admission control in multiclass queues based on asymptotic decay rates.
- Subjects :
- Statistics and Probability
Queueing theory
Sequence
Logarithm
General Mathematics
010102 general mathematics
Asymptotic distribution
01 natural sciences
Combinatorics
010104 statistics & probability
Applied mathematics
Large deviations theory
0101 mathematics
Statistics, Probability and Uncertainty
Rate function
Queue
Independence (probability theory)
Mathematics
Subjects
Details
- ISSN :
- 14756072 and 00219002
- Volume :
- 31
- Database :
- OpenAIRE
- Journal :
- Journal of Applied Probability
- Accession number :
- edsair.doi.dedup.....b18101cbe1f49b1e99c28d8cb26a5496
- Full Text :
- https://doi.org/10.1017/s002190020010703x