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a novel approach for security in cloud computing using hidden markov model and clustering

a novel approach for security in cloud computing using hidden markov model and clustering

ID：34477259

大小：189.32 KB

页数：6页

时间：2019-03-06

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1、ANovelApproachforSecurityinCloudComputingusingHiddenMarkovModelandClustering12346PardeepKumar,Nitin,VivekSehgal,KinjalShah,DurgSinghChauhan5UttarakhandTechnicalUniversityShivShankarPrasadShuklaDepartmentofCSE&ITSudhowala,JaypeeUniversityofInformationTechnologyDehradun(UK),India6Waknagha

2、t,Solan(H.P),Indiae-mail:pdschauhan@acm.orge-mail:1452{pardeepkumarkhokhar,kinjal.93,shivshu}@gmail.com,{de3lnitin,vivekseh}@ieee.orgAbstract—Intoday’sfastestgrowingITindustryClouddatarapidly,manualinterpretationofdataforinformationComputingisgainingmuchmorepopularitybecausetheClouddisc

3、overyisnotfeasible.Thisneverendingcycleofdataprovidersfeelthatitisveryeasytomanagethedatainthecloudgenerationfollowedbytheincreasedneedtostorethatdataenvironmentratherthannormalweb-sitesinformofsimplewebhasbeenachallengefacedbyinformationsystemspages.Everydaythedataseekingisbeingdonebym

4、anyusersprofessionalsfordecades.Despitesuccessesinrecentyearsinimmensely.Hereduetoimmensenumberofusersseekingthedataondailybasisthereisaserioussecurityconcernstothetheareaoflargescaledatabasedesign,wearestillchallengedcloudprovidersaswellasthedataproviderswhoputtheirdatabythedifficultie

5、sassociatedwithunlockingthedataweneedonthecloudcomputingenvironment.Thispaperprovidesandremovingitfromthecavernousdatabasesinwhichitsolutionofthesecurityissuesofcloudcomputingwiththehelpofresides.Inaddition,wearebecomingincreasinglyawareofHiddenMarkovModelbasedClusteringusingdataminingt

6、hehiddentreasuretroveofnewknowledgequietlyresidinginTechniqueswhichcanbeveryfruitfultechniquetodetectanyourdataandfaceconsiderablefrustrationswhenweattempttokindofintrusiondetectioninthenetwork.getit.Keywords—Cloudcomputing;firewallgateway;filternetworks;Thisconstantcycleofdatageneratio

7、n,storageandclusteranalysis;hiddenmarkovmodel;dataminingdifficultyinretrievalandanalysishasresultedinthedevelopmentofnewandpowerfultoolstoassistusinmeetingI.INTRODUCTIONthischallenge.DataminingisregardedasthekeyelementofaCloudComputingcanbereferredastheefficientusageofmuchmoree

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