Abstract
We consider the lower boundary crossing problem for the difference of two independent compound Poisson processes. This problem arises in the busy period analysis of single-server queueing models with work removals. The Laplace transform of the crossing time is derived as the unique solution of an integral equation and is shown to be given by a Neumann series. In the case of ±1 jumps, corresponding to queues with deterministic service times and work removals, we obtain explicit results and an approximation useful for numerical purposes. We also treat upper boundaries and two-sided stopping times, which allows to derive the conditional distribution of the maximum workload up to time t, given the busy period is longer than t.
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References
S. Asmussen, Ruin Probabilities (World Scientific, Singapore, 1997).
S. Asmussen and D. Perry, On cycle maxima, first passage problems and extreme value theory for queues, Stochastic Models 8 (1992) 421-458.
N. Bayer and O.J. Boxma, Wiener-Hopf analysis of an M/G/1 queue with negative customers and of a related class of random walks, Queueing Systems Theory Appl. 23 (1996) 301-316.
R.J. Boucherie and O.J. Boxma, The workload in the M/G/1 queue with work removal, Probab. Engrg. Inform. Sci. 10 (1996) 261-277.
R.J. Boucherie, O.J. Boxma and K. Sigman, A note on negative customers, GI/G/1 workload, and risk processes, Probab. Engrg. Inform. Sci. 11 (1997) 305-311.
O.J. Boxma, D. Perry and W. Stadje, Clearing models for M/G/1 queues, Queueing Systems Theory Appl. 38 (2001) 287-306.
E. Gelenbe, P. Glynn and K. Sigman, Queues with negative arrivals, J. Appl. Probab. 28 (1991) 245-250.
P.G. Harrison and E. Pitel, The M/G/1 queue with negative customers, Adv. Appl. Probab. 28 (1996) 540-566.
G. Jain and K. Sigman, Generalizing the Pollaczek-Khintchine formula to account for arbitrary work removal, Probab. Engrg. Inform. Sci. 10 (1996) 519-531.
G. Jain and K. Sigman, A Pollaczek-Khintchine formula for M/G/1 queues with disasters, J. Appl. Probab. 33 (1996) 1191-1200.
D. Perry, W. Stadje and S. Zacks, First-exit times for compound Poisson processes for some types of positive and negative jumps. To appear in Stochastic Models (2001).
S. Zacks, D. Perry, D. Bshouty and S. Bar-Lev, Distributions of stopping times for compound Poisson processes with positive jumps and linear boundaries, Stochastic Models 15 (1999) 89-101.
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Perry, D., Stadje, W. & Zacks, S. Boundary Crossing for the Difference of Two Ordinary or Compound Poisson Processes. Annals of Operations Research 113, 119–132 (2002). https://doi.org/10.1023/A:1020957827834
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DOI: https://doi.org/10.1023/A:1020957827834