Simulation optimization embedded particle swarm optimization for reliable server assignment

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

A reliable server assignment (RSA) problem in networks is defined as determining a deployment of identical servers to maximize a measure of service availability. In networks, the communication between a client and a server might be interrupted since the server itself is offline or unreachable as a result of catastrophic network failures. In this paper, a novel simulation optimization approach is developed based on a Monte Carlo (MC) simulation and embedded into Particle Swarm Optimization (PSO) to solve the RSA problem. The experimental results show that the simulation optimization embedded PSO is an effective heuristic method.

Original languageEnglish (US)
Title of host publicationProceedings of the 2010 Winter Simulation Conference, WSC'10
Pages2897-2906
Number of pages10
DOIs
StatePublished - Dec 1 2010
Event2010 43rd Winter Simulation Conference, WSC'10 - Baltimore, MD, United States
Duration: Dec 5 2010Dec 8 2010

Publication series

NameProceedings - Winter Simulation Conference
ISSN (Print)0891-7736

Other

Other2010 43rd Winter Simulation Conference, WSC'10
CountryUnited States
CityBaltimore, MD
Period12/5/1012/8/10

Fingerprint

Simulation Optimization
Particle swarm optimization (PSO)
Particle Swarm Optimization
Assignment
Servers
Server
Assignment Problem
Heuristic methods
Heuristic Method
Availability
Monte Carlo Simulation
Maximise
Communication
Experimental Results

All Science Journal Classification (ASJC) codes

  • Software
  • Modeling and Simulation
  • Computer Science Applications

Cite this

Kulturel-Konak, S., & Konak, A. (2010). Simulation optimization embedded particle swarm optimization for reliable server assignment. In Proceedings of the 2010 Winter Simulation Conference, WSC'10 (pp. 2897-2906). [5678984] (Proceedings - Winter Simulation Conference). https://doi.org/10.1109/WSC.2010.5678984
Kulturel-Konak, Sadan ; Konak, Abdullah. / Simulation optimization embedded particle swarm optimization for reliable server assignment. Proceedings of the 2010 Winter Simulation Conference, WSC'10. 2010. pp. 2897-2906 (Proceedings - Winter Simulation Conference).
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Kulturel-Konak, S & Konak, A 2010, Simulation optimization embedded particle swarm optimization for reliable server assignment. in Proceedings of the 2010 Winter Simulation Conference, WSC'10., 5678984, Proceedings - Winter Simulation Conference, pp. 2897-2906, 2010 43rd Winter Simulation Conference, WSC'10, Baltimore, MD, United States, 12/5/10. https://doi.org/10.1109/WSC.2010.5678984

Simulation optimization embedded particle swarm optimization for reliable server assignment. / Kulturel-Konak, Sadan; Konak, Abdullah.

Proceedings of the 2010 Winter Simulation Conference, WSC'10. 2010. p. 2897-2906 5678984 (Proceedings - Winter Simulation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Kulturel-Konak S, Konak A. Simulation optimization embedded particle swarm optimization for reliable server assignment. In Proceedings of the 2010 Winter Simulation Conference, WSC'10. 2010. p. 2897-2906. 5678984. (Proceedings - Winter Simulation Conference). https://doi.org/10.1109/WSC.2010.5678984