内容简介
ThemaingoalofthisbookissharingtherecentachievementsofEdge&FogComputinginourlab.Itcontainsthreeparts.Inthefirstpart，wefocusontheresourcemanagementinEdge&FogComputingincludingResourceCachingSchemeinFogComputing，RadioResourceManagementin5GFogCell，TransmissionofMalwareinFogComputing，IncentivetoContributeResource-basedCrowdfundinginFogComputing，ResourceSchedulingSchemeinFogComputing，ResourcesharingModelinFogComputing，andFairResourceAllocationinIDSforEdgeComputing.Inthesecondpart，weintroducethesecuritymanagementinEdge&FogComputingincludingSecurityModelinFogComputing，NodeStateMonitoringSchemeinFogComputing，IDSModelinFogComputing，KeyManagementSchemeinFogComputing，IntrusionResponseStrategyinFogComputing，IntrusionDetectioninFogComputing，andSecurityMechanisminFogComputing.Inthethirdpart，weproposesomeapplicationsofEdge&FogComputing.TheyareReal-timeFastBi-dimensionalEmpiricalModeDecomposition，ResourceManagementSchemeinVehicularSocialEdgeComputing，andReal-timeImageRestorationinEdgeComputing.目录
Contents
PARTⅠ：ResourceManagementinEdge&FogComputing
1SteinerTreebasedOptimalResourceCachingSchemeinFogComputing
1．1Introduction
1．2Relatedwork
1．3Problemformulation
1．4Algorithmdesign
1．5Runningillustration
1．6Numericalsimulation
1．7Conclusion
References
2HypergraphBasedRadioResourceManagementin5GFogCell
2．1Introduction
2．2Relatedwork
2．3Networkarchitectureoffogcomputingin5G
2．4Radioresourcemanagementofhypergraphpartitioningin5GFogCell
2．4．1Taskmodel
2．4．2Hypergraphmodelof5GFogCellresourcepool
2．4．3Hypergraphclusterandresourceallocation
2．5Numericalsimulation
2．6Conclusion
References
……
18．1Introduction
18．2Backgroundmaterials
18．2．1Fruitflyoptimizationalgorithm（FOA）
18．2．2Supportvectormachine（SVM）
18．3Theproposedmethodology
18．3．1Processofimagerestorationprocessing
18．3．2OptimizationalgorithmofTFOAbasedonLSSVR
18．4Experimentandapplication
18．4．1ParameteroptimizationanalysisofTFOA
18．4．2ImagerestorationanalysisofLSSVM-TFOA
18．5Conclusion
References
