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An MDP-based admission control for a QoS-aware service-oriented system

Published: 06 June 2011 Publication History

Abstract

In this paper, we address the problem of providing a service broker, which offers to prospective users a composite service with a range of different Quality of Service (QoS) classes, with a forward-looking admission control policy based on Markov Decision Processes (MDPs).

References

[1]
V. Cardellini, E. Casalicchio, V. Grassi, and F. Lo Presti, "Flow-based service selection for web service composition supporting multiple QoS classes," in Proc. IEEE ICWS '07, 2007, pp. 743--750.
[2]
A. Bellucci, V. Cardellini, V. Di Valerio, and S. Iannucci, "A scalable and highly available brokering service for SLA-based composite services," in Proc. ICSOC '10, ser. LNCS, vol. 6470. Springer, Dec. 2010.
[3]
OASIS, "Web Services Business Process Execution Language Version 2.0," Jan. 2007.
[4]
C. Wu and D. Bertsekas, "Admission control for wireless networks," Lab. for Information and Decision Systems, MIT, Tech. Rep. LIDS-P- 2466, 1999.
[5]
M. L. Puterman, Markov Decision Processes: Discrete Stochastic, Dynamic Programming. Wiley, 1994.
[6]
M. Abundo, V. Cardellini, and F. Lo Presti, "An MDP-based Admission Control for Service-oriented Systems," DISP, Univ. of Roma "Tor Vergata", Tech. Rep. RR-11.86, Feb. 2011, http://www.ce.uniroma2.it/publications/RR-11.86.pdf.

Cited By

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  • (2013)Assessing the appropriateness of using markov decision processes for RF spectrum managementProceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems10.1145/2507924.2507942(41-48)Online publication date: 3-Nov-2013

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cover image ACM Conferences
IWQoS '11: Proceedings of the Nineteenth International Workshop on Quality of Service
June 2011
275 pages

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IEEE Press

Publication History

Published: 06 June 2011

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Author Tags

  1. Markov decision process
  2. admission control
  3. quality of service
  4. service oriented architecture

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  • (2013)Assessing the appropriateness of using markov decision processes for RF spectrum managementProceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems10.1145/2507924.2507942(41-48)Online publication date: 3-Nov-2013

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