MeteorologicalCloudResourceSchedulingSystemBasedonBPNeuralNetwork

doi:10.3969/j.issn.1006-2475.2018.07.014

Abstract

Abstract: Schedulingmeteorologicalcloudresourcemanuallycanleadtothewasteofresources.ThispaperdesignsameteorologicalcloudresourceschedulingsystembasedonBPneuralnetwork.ThissystemusesBPneuralnetworktolearnthehistoricalworkloadofvirtualmachines,andthenpredictstheirworkloads.Basedontheworkloadpredictionofvirtualmachines,amulti-resource-orientedstrategyforvirtualmachineswhichissortednon-increasinglyisdesigned.ThissystemusesFirst-Fitalgorithmtoallocatecloudresourcetosortedvirtualmachines.ThissystemisexperimentedandverifiedontheJiangximeteorologicalcloudplatform.

Key words: meteorologicalcloud, resourcescheduling, BPneuralnetwork

CLC Number:

TP319

YANGLi-yuan,HUJia-jun,LIXian-feng,ZHOUXue-ying,ZOUHai-yan. MeteorologicalCloudResourceSchedulingSystemBasedonBPNeuralNetwork[J]. Computer and Modernization, doi: 10.3969/j.issn.1006-2475.2018.07.014.

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