An In-depth Benchmarking of Evolutionary and Swarm Intelligence Algorithms for Autoscaling Parameter Sweep Applications on Public Clouds

Many important computational applications in science, engineering, industry, and technology are represented by PSE (parameter sweep experiment) applications. These applications involve a large number of resource-intensive and independent computational tasks. Because of this, cloud autoscaling approa...

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Bibliographic Details
Published in:	Scientific programming Vol. 2023; pp. 1 - 26
Main Authors:	Yannibelli, Virginia, Pacini, Elina, Monge, David A., Mateos, Cristian, Rodriguez, Guillermo, Millán, Emmanuel, Santos, Jorge R.
Format:	Journal Article
Language:	English
Published:	New York Hindawi 17.02.2023 John Wiley & Sons, Inc
Subjects:	Behavior Cloud computing Clouds Computing time Cost analysis Evolutionary algorithms Genetic algorithms Molecular dynamics Multiple objective analysis Optimization algorithms Parameters Particle swarm optimization Performance evaluation Software Sorting algorithms Swarm intelligence Virtual environments Workloads
ISSN:	1058-9244, 1875-919X
Online Access:	Get full text
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