Preemptible Queues with Advance Reservations: Strategic Behavior and Revenue Management
2021-09-01·
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0 min read
Dr. Jonathan Chamberlain
Equal contribution
,Eran Simhon
Equal contribution
,David Starobinski
Abstract
Consider an M/G/1 queuing system that supports advance reservations. In this system, strategic customers must decide whether to reserve a server in advance (thereby gaining higher priority) or forgo reservations. Reserving a server in advance bears a cost. The provider can further impact the customers’ reservation decisions via implementation of one of several priority-based preemption policies: (i) one in which any customer is subject to service preemption by a higher priority customer (PR); (ii) one in which service preemption does not occur (NP); and (iii) a hybrid policy in which only customers without a priority reservation are subject to service preemption (HPR). In this work, we characterize the strategic behavior of customers, equilibrium outcomes, and provider’s revenue maximization under each of these policies. In all the cases, we prove that (i) the only possible type of Nash equilibria is a threshold one based on the customers’ priorities; and (ii) the system load impacts both the structure and number of Nash equilibria. We also prove that HPR is the only policy in which (i) an equilibrium where all customers make reservations may exist; and (ii) the second moment of service impacts the equilibria. Finally, we prove that for any system load and any service distribution, the HPR policy yields the highest maximum revenue, followed in turn by the PR policy and the NP policy. We further show that the relative difference in the performance of the HPR and PR policies is greatest at low system load and under low service variance.
Type
Publication
European Journal of Operational Research

Authors
Dr. Jonathan Chamberlain
(he/him)
Unaffiliated Researcher
As a Graduate Research Fellow with BU NISLAB, I published a number of papers, including a paper in collaboration with the Ohio State ElectroScience Laboratory stablishing the economic feasibility of sharing for wholesale commercial markets yielding priority to mission critical Earth Exploration Satellite Service-passive (EESS-passive) radiometers which received the Runner-Up accolade for Best Paper on the Policy Track at IEEE DySpan 2024. I was also actively involved in multiple service roles, including serving on the executive board of the Boston University Student Association of Graduate Engineers in various roles, membering on an advisory committee providing feedback for university initiatives and proposed policy updates to the Associate Provost for Graduate Affairs, and co-organized the 10th and 11th editions of the BU Center for Information and Systems Engineering Graduate Student Workshops in 2024 and 2025. For these efforts, as well as my work mentoring students both within the NISLAB and in other projects as well as my published research, I was recognized with the BU ECE Department Doctoral Acheivement Award for the 2024-25 academic year. I additionally had the privilege of participating in the 2025 NSF NeTS Early Career Investigators workshop.