Simulations and fuzzy systems for resource reallocation

Authors:
V Muñoz;Y Callero;R M Aguilar
Affiliations:
Department of Systems Engineering, Automation and Computer Architecture, University of La Laguna, Spain;Department of Systems Engineering, Automation and Computer Architecture, University of La Laguna, Spain;Department of Systems Engineering, Automation and Computer Architecture, University of La Laguna, Spain
Venue:
Simulation
Year:
2014

Citing 11
Cited 0

A fuzzy dynamic approach to the multicriterion resource allocation problem

Fuzzy Sets and Systems
Theory of Modelling and Simulation

Theory of Modelling and Simulation
Fuzzy Control

Fuzzy Control
Theory of Modeling and Simulation

Theory of Modeling and Simulation
Simkit: component based simulation modeling with Simkit

Proceedings of the 34th conference on Winter simulation: exploring new frontiers
JSDESLib: A Library for the Development of Discrete-Event Simulation Tools of Parallel Systems

IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 5 - Volume 06
Simulation in java with SSJ

WSC '05 Proceedings of the 37th conference on Winter simulation
Resource reservations with fuzzy requests: Research Articles

Concurrency and Computation: Practice & Experience - Adaptive Grid Middleware
Use of Simulation in a Public Administration Process

Simulation
A simulation of an economic, self-organising resource allocation approach for application layer networks

Computer Networks: The International Journal of Computer and Telecommunications Networking
A comparative study of Java and C performance in two large-scale parallel applications

Concurrency and Computation: Practice & Experience

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper presents a strategy that combines fuzzy logic and discrete event simulation to address the resource relocation problem. In any system with limited resources, the way in which said resources are distributed influences the quality of the services that can be provided. Making these decisions requires studying the various implications that increasing or distributing the resources has on the system. In this paper, we propose the combined use of simulation and fuzzy logic to determine a proper method for distributing resources. We have used the SIGHOS library to model a case involving a hospital process. The resource reallocation process can be monitored throughout the simulation, allowing for a study of the effects that increasing or distributing the resources has on the system.