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FCFS Parallel Service Systems and Matching Models

Published: 05 December 2017 Publication History

Abstract

We consider three parallel service models in which customers of several types are served by several types of servers subject to a bipartite compatibility graph, and the service policy is first come first served. Two of the models have a fixed set of servers. The first is a queueing model in which arriving customers are assigned to the longest idling compatible server if available, or else queue up in a single queue, and servers that become available pick the longest waiting compatible customer, as studied by Adan and Weiss, 2014. The second is a redundancy service model where arriving customers split into copies that queue up at all the compatible servers, and are served in each queue on FCFS basis, and leave the system when the first copy completes service, as studied by Gardner et al., 2016. The third model is a matching queueing model with a random stream of arriving servers. Arriving customers queue in a single queue and arriving servers match with the first compatible customer and leave the system at the moment of arrival, or they leave without a customer. The last model is relevant to organ transplants, to housing assignments, to adoptions and many other situations.
We study the relations between these models, and show that they are closely related to the FCFS infinite bipartite matching model, in which two infinite sequences of customers and servers of several types are matched FCFS according to a bipartite compatibility graph, as studied by Adan et al., 2017.

References

[1]
Ivo Adan, Ana Busic, Jean Mairesse, and Gideon Weiss. 2015. Reversibility and further properties of FCFS infinite bipartite matching. arXiv preprint arXiv:1507.05939v2; Mathematics of Operations Research, to appear (2015).
[2]
Ivo Adan and Gideon Weiss. 2012. Exact FCFS matching rates for two infinite multitype sequences. Operations Research 60, 2 (2012), 475--489.
[3]
Ivo Adan and Gideon Weiss. 2014. A skill based parallel service system under FCFS-ALIS -- steady state, overloads, and abandonments. Stochastic Systems 4, 1 (2014), 250--299.
[4]
René Caldentey, Edward H Kaplan, and Gideon Weiss. 2009. FCFS infinite bipartite matching of servers and customers. Advances in Applied Probability 41, 03 (2009), 695--730.
[5]
Kristen Gardner, Samuel Zbarsky, Sherwin Doroudi, Mor Harchol-Balter, Esa Hyytiä, and Alan Scheller-Wolf. 2016. Queueing with redundant requests: exact analysis. Queueing Systems 83, 3--4 (2016), 227--259.
[6]
Edward H Kaplan. 1984. Managing the demand for public housing. Ph.D. Dissertation. Massachusetts Institute of Technology.
[7]
Edward H Kaplan. 1988. A public housing queue with reneging. Decision Sciences 19, 2 (1988), 383--391.
[8]
Jean Mairesse and Pascal Moyal. 2016. Stability of the stochastic matching model. Journal of Applied Probability 53, 4 (2016), 1064--1077.
[9]
Xuanming Su and Stefanos A Zenios. 2005. Patient choice in kidney allocation: A sequential stochastic assignment model. Operations Research 53, 3 (2005), 443--455.
[10]
Jeremy Visschers, Ivo Adan, and Gideon Weiss. 2012. A product form solution to a system with multi-type jobs and multi-type servers. Queueing Systems 70, 3 (2012), 269--298.

Cited By

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  • (2022)A Token-Based Central Queue with Order-Independent Service RatesOperations Research10.1287/opre.2020.208870:1(545-561)Online publication date: Jan-2022
  • (2020)Stability of JSQ in queues with general server-job class compatibilitiesQueueing Systems10.1007/s11134-020-09656-wOnline publication date: 3-Jun-2020
  • (2018)On a unifying product form framework for redundancy modelsPerformance Evaluation10.1016/j.peva.2018.09.008127-128(93-119)Online publication date: Nov-2018

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cover image ACM Other conferences
VALUETOOLS 2017: Proceedings of the 11th EAI International Conference on Performance Evaluation Methodologies and Tools
December 2017
268 pages
ISBN:9781450363464
DOI:10.1145/3150928
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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  • EAI: The European Alliance for Innovation

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 05 December 2017

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Author Tags

  1. FCFS
  2. Parallel service
  3. matching
  4. redundancy service

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VALUETOOLS 2017

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Overall Acceptance Rate 90 of 196 submissions, 46%

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Cited By

View all
  • (2022)A Token-Based Central Queue with Order-Independent Service RatesOperations Research10.1287/opre.2020.208870:1(545-561)Online publication date: Jan-2022
  • (2020)Stability of JSQ in queues with general server-job class compatibilitiesQueueing Systems10.1007/s11134-020-09656-wOnline publication date: 3-Jun-2020
  • (2018)On a unifying product form framework for redundancy modelsPerformance Evaluation10.1016/j.peva.2018.09.008127-128(93-119)Online publication date: Nov-2018

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