A iNOVEL iARCHITECTURE iOF iA iLARGE iSCALING iALGORITHM iFOR iGPAAS iWITH iHETEROGENEOUS iRESOURCES

  • SK.PUJITHA et al.

Abstract

Auto-scale igraph iinformation iwas ithe iapplications iand iservices iwhich iinclude isocial
imedia, iInternet iof iThings i(IoT) iand icellular ipackages. iThe iTraditional iprocessing
istrategies iwhich imay iincludes ibig idata ianalytics i iare iunable ito iprocessing igraph
idata iset. iTo iconquer ithis, iseveral iunique igraph iprocessing iarchitectures ihas ibeen
iadvanced ifor ithe icause ithat i2010. iHowever, ihowever ihuge iamount iof idatasets i iin
icloud icomputing iparadigm iand iits iuseful iskills imainly ias ielasticity iand ipay-as-youskip ipricing imodel, imaximum iarchitectures iare idesigned ifor iexcessive iusual iday iby
iday iwell iknown iordinary i i(HPC). iSome igraph iprocessing istructures iwhich imay ibe
iadvanced ifor icloud ienvironments ihowever ijust ilike itheir idistinct iopposite inumbers, iin
iaddition ithey iare itrying ito ienhance ithe igeneral inormal ioverall iperformance iwith ithe
iuseful ibeneficial iresource iof iusing iimposing inew icommunication itechniques. iIn ithis
ipaper, ifor ithe ifirst itime, iwe iintroduce ithe iAuto-scale igraph iprocessing-as-a-Services
i(GPaaS). iGPaaS iconsiders icarrier iStructural iagreement i(SLA) inecessities iand iQuality
iof iservice(QoS) ifor iprovisioning isuitable iAnalytics iof iassets ithat iallows iyou ito ilower
ithe ieconomic irate iof ithe ioperation. iIt ifurthermore ireduces ithe iexecution itime iin
ievaluation ito ibrilliant igraph iprocessing iframeworks iwhich iincorporates iGraph iup ito
i10%–15%. iWe idisplay ithat iour icarrier iconsiderably ireduces ithe imonetary irate ithru
imanner iof iway iof igreater ithan iforty% ias icompared ito iGiraph ior iparticular
iframeworks iwhich iconsist iof iPower iGraph.

Published
2020-01-27
How to Cite
et al., S. (2020). A iNOVEL iARCHITECTURE iOF iA iLARGE iSCALING iALGORITHM iFOR iGPAAS iWITH iHETEROGENEOUS iRESOURCES. International Journal of Advanced Science and Technology, 29(2), 3614 - 3623. Retrieved from http://sersc.org/journals/index.php/IJAST/article/view/4995