The riseof “big data” on cloudcomputing:Reviewandopen researchissues

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» :: The riseof “big data” on cloudcomputing:Reviewandopen researchissues

a b s t r a c t

Cloudcomputingisapowerfultechnologytoperformmassive-scaleandcomplex

computing.Iteliminatestheneedtomaintainexpensivecomputinghardware,dedicated

space,andsoftware.Massivegrowthinthescaleofdataorbigdatageneratedthrough

cloud computinghasbeenobserved.Addressingbigdataisachallengingandtime-

demandingtaskthatrequiresalargecomputationalinfrastructuretoensuresuccessful

data processingandanalysis.Theriseofbigdataincloudcomputingisreviewedinthis

study.Thedefinition,characteristics,andclassificationofbigdataalongwithsome

discussionsoncloudcomputingareintroduced.Therelationshipbetweenbigdataand

cloud computing,bigdatastoragesystems,andHadooptechnologyarealsodiscussed.

Furthermore, researchchallengesareinvestigated,withfocusonscalability,availability,

data integrity,datatransformation,dataquality,dataheterogeneity,privacy,legaland

regulatory issues,andgovernance.Lastly,openresearchissuesthatrequiresubstantial

research effortsaresummarized.

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