|
|
|
a b s t r a c tCloudcomputingisapowerfultechnologytoperformmassive-scaleandcomplexcomputing.Iteliminatestheneedtomaintainexpensivecomputinghardware,dedicatedspace,andsoftware.Massivegrowthinthescaleofdataorbigdatageneratedthroughcloud computinghasbeenobserved.Addressingbigdataisachallengingandtime-demandingtaskthatrequiresalargecomputationalinfrastructuretoensuresuccessfuldata processingandanalysis.Theriseofbigdataincloudcomputingisreviewedinthisstudy.Thedefinition,characteristics,andclassificationofbigdataalongwithsomediscussionsoncloudcomputingareintroduced.Therelationshipbetweenbigdataandcloud computing,bigdatastoragesystems,andHadooptechnologyarealsodiscussed.Furthermore, researchchallengesareinvestigated,withfocusonscalability,availability,data integrity,datatransformation,dataquality,dataheterogeneity,privacy,legalandregulatory issues,andgovernance.Lastly,openresearchissuesthatrequiresubstantialresearch effortsaresummarized.
:: برچسبها:
Cloud computing ,
Hadoop ,
Big data ,
:: بازدید از این مطلب : 164
|
امتیاز مطلب : 0
|
تعداد امتیازدهندگان : 0
|
مجموع امتیاز : 0
تاریخ انتشار : سه شنبه 20 تير 1395 |
نظرات ()
|
|
|
|
|
عضو شوید
عضویت سریع
آمار مطالب
آمار بازدید
