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CloudTrends2025:
UnveilingtheFutureOfCloudTechnology
Dr.MageshKasthuri,VishnuVardhanYalala,
VeerabadrachariR,VasudhaMishra,AnujMehraandSourabhDecember2024
TrendreportfromDMTSCommunity
1
TableOfContents
INTRODUCTION 2
MULTI-CLOUDANDHYBRIDCLOUDSOLUTIONS(FUTUREISHYBRID)2
EDGECOMPUTING 4
SERVERLESSCOMPUTING 10
ARTIFICIALINTELLIGENCEANDMACHINELEARNINGINTEGRATION11
CLOUDSECURITY,COMPLIANCEANDRESILIENCY 16
CLOUD-NATIVEAPPLICATIONS 18
QUANTUMCOMPUTINGINTHECLOUD 21
CLOUD-BASEDDEVSECOPSANDAUTOMATION 23
GREENCLOUDCOMPUTING(SUSTAINABILITYORGREENIT) 27
SOVEREIGNCLOUD 28
INDUSTRIALCLOUD 29
CONCLUSION 31
REFERENCES 31
2
Introduction
Theever-evolvinglandscapeofcloudtechnologycontinuestoshapethefutureofbusinesses,drivingdigitaltransformationandinnovation.Asweapproach2025,severalkeytrendsarepoisedtodominatethecloudtechnologyarena,emergingwithrenewedvigorfrom2024.Cloudtechnologyisnotnewageanditsoneofthetechnologywhichemergesinthelastdecadecontinuouslytokeepitselfup-to-the-markoftheexpectationsoftheindustrialneedanddigitaltransformationtrends.
Cloudtrendsisathreedimensionalapproachsuchas
•Hyperscalersintroducednewservicesandenhancementsintheexistingservicesinthelastfewyearstokeepthemupinthemarketdemandandmeetcustomerneedsatscale
•DomainexpectationsbuildsusecaseswhichareindustryspecificandthusintroducingdomaincentricadvancementslikeIndustrialcloudand
•CombinationaltechnologysolutionslikeDatacentriccloudservices,GenerativeAIcloudservicesandQuantumcloudservices.
Thisresearchreportdelvesintothetoptencloudtrendsexpectedtomakeasignificantimpact,supportedbyinsightsfromleadinganalystreportssuchasGartner,Forrester,Everest,andIDC.ThisreportisdistinctinthattheauthorsbringthetrendanalysisfromAnalystreportspointofviewashorizontalviewandunderstandingonbusinesstrendsfromcustomersasverticalview.
Multi-CloudandHybridCloudSolutions(FutureisHybrid)
WecanunderstandthattherearemanyfactorsinfluencingthedecisionincludingGeospreadCustomerportfolioandITteams,distributedtechnologystackofapplications,reusabilityofhybridservicesforgradualcloudadoptionofmultipleapplicationsintheestatetonameafew.
InaMulti-cloudarchitecture,threemostcommonlyusedpattern,whichcaninfluencetochooseMulti-cloudsolutionsasexplainedbelowthreemostcommonly:
Dataorientedmulti-cloudarchitecture–Thisisaheterogeneouspattern,whereenterprisechoosemulti-cloudbasedonsuitabilityofdatasources.Forexample,iftheapplicationestatehasOracle,Postgre,MySQL,MSSQLandcustomerprefersnottodoactualDBtransformation(OracletoMSSQLorMSSQLtoPostgre),thenwecanchooseapplicationswithOracle,Postgre,MySQLtogotoAWS(whereOracletoPSQLisquiteeasyinAWS/Azure)andMSSQLbasedappscangotoAzure.
Forapplications(batch,real-timeanalytics)usingNoSQLdatabaseplatformsarequitesuitabletomovetoanyCSP(eg:MongoDB,HadoopCluster)andonlycostcomparison(forselectedregion(s),zone(s))canbecomparedformulti-cloudadoption.
Serviceorientedmulti-cloudarchitecture–Thisisahomogeneouspattern,whereenterprisechoosemulti-cloudbasedonbusinessapplicationsincludingservices,APIlayersandprocessinglogic(functions)wherecrossservicecommunicationacrossCSPandcentralizedserviceavailabilityformulti-cloudisalsopossible.Forexample,apolyglotMicroservicegroupscanbemigratedtoAWS,Azure,GCPdependingonserviceusageandneed(eg:ApigeeservicescangotoGCP,ServiceorchestrationusingFabriccangotoAzureandHubservicescangotoAWS).
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Processorientedmulti-cloudarchitecture–Thisisahybridpattern,whereenterprisechoosemulti-cloudbasedoncombinationofDataorientedappsorserviceorientedappsorincombinationofboth.Theyareonlyconcernedabouttheeaseofportabilitytocloudandflexibilityinimplementation.
Forexample,ERPorSAPHanaappscanbemigratedtoAWSalongwithservices,FrontendappscanrunonAzureandatthesametime,BatchprocessingwithAnalyticsandreportingcanrunonGCP.
DistributedCloudvsMulti-cloudsolutions
Distributedcloudreferstothedeploymentofcloudservicesacrossmultiplegeographiclocations,whilebeingmanagedcentrallyfromasingleplatform.Thisarchitectureallowsfordataandapplicationstobephysicallyclosertoend-users,reducinglatencyandimprovingperformance.Byspreadingouttheresources,distributedcloudenhancesreliabilityandscalability,ensuringcontinuousserviceavailabilityevenifonelocationfacesdisruptions.
Servicedeploymentinadistributedcloudenvironmentinvolvesstrategicallyplacingcomputationalresources,storage,andnetworkingcapabilitiesatvariousedgelocations.Theseresourcesarethenorchestratedandmanagedbyacentralplatformthatoverseesoperations,updates,andsecuritypolicies.Thiscentralmanagementsimplifiesthecomplexityofhandlingmultiplesiteswhileleveragingthebenefitsoflocalizedcomputing.
Multi-cloudsolutions,ontheotherhand,involveusingmultiplecloudserviceproviderstohostdifferentpartsofanapplicationorworkload.Thisapproachhelpsorganizationsavoidvendorlock-in,increaseredundancy,andoptimizecostbyselectingthemostsuitableservicesfromvariousproviders.Multi-cloudstrategiesareparticularlybeneficialinaddressingregulatoryrequirementsacrossdifferentregionsandindustries.
Forinstance,datasovereigntylawsmaydictatethatcertaindatamustremainwithinspecificgeographicboundaries.Byutilizingamulti-cloudapproach,companiescanensurecompliancebystoringandprocessingdatainregionsthatmeetregulatorystandards.Additionally,multi-cloudsolutionsofferflexibilitytoadoptbest-of-breedtechnologiestailoredtoparticularindustrialapplications,enhancingoverallefficiencyandinnovation.
Insummary,distributedcloudandmulti-cloudstrategiesarereshapingcloudcomputingbyofferingimprovedperformance,compliance,andflexibility.Theseapproachesenablebusinessestobettermeetthedemandsofmodernapplicationsandregulatorylandscapes,ensuringrobustandadaptablecloudinfrastructures.
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ArecentcasestudyonWipro'scustomerinmulti-cloudandhybridcloudsolutionsinvolvesaEuropeanclientwhoembarkedonamulti-cloudtransformationjourney.Theclientadoptedabusinesscase-drivenapplicationrationalizationapproach,transforming77%oftheirworkloadintothecloudwiththeadoptionofcontainerandapplicationmodernization.
BenefitstotheCustomer:
SeamlessSupport:WiprosupportedtheapplicationportfoliowithoutanyimpactontheapplicationsmigratedtothepubliccloudundertheRe-Hostmodel.
UpskilledWorkforce:Forapplicationsthatrequiredre-factoringandarchitecturalchanges,Wiproupskilledtheexistingapplicationsupportteam,ensuringcontinuousapplicationservicesinthetransformedenvironment.
EfficientTransformation:ThecollaborativeexercisebetweenWiproandtheclientfacilitatedaseamlesstransitionofapplicationsupportwithoutcreatinganybusinessimpacts.
Wipro'sUniqueProposition:
•StudioFrameworkandAccelerators:WiproleverageditsStudioframework,accelerators,BOTS,andpredefinedmigrationrunbooksalongwithITIL-ledoperatingprocedurestocarryoutthemigrationefficiently.
•CloudBusinessandMigrationOffice:Wipro'sCloudBusinessandMigrationofficestrategizedandplannedforlarge-scaleexecution,ensuringasmoothmigrationprocess.
•AutomatedMigrationandTesting:Theuseofpipeline-drivenautomatedmigrationandtestinginanagilemodehelpedfast-trackthedeploymentcycle.
•DetailedAssessment:Performingadetailedassessmentofinfrastructureandapplicationshelpedderivetherightbusinessusecases,ensuringatailoredapproachtotheclient'sneeds.
EdgeComputing
Edgecomputingissettorevolutionizethecloudlandscapebybringingdataprocessingclosertothesourceofdatageneration.Thistrendisdrivenbythegrowingdemandforlow-latencyapplicationsandreal-timedataprocessing.AccordingtoIDC,theglobaledgecomputingmarketisprojectedtoreach$250billionby2025,reflectingacompoundannualgrowthrate(CAGR)of37.4%from2024.TheproliferationofInternetofThings(IoT)devicesandtheneedforreal-timeanalyticsarekeyfactorspropellingtheadoptionofedgecomputing.
AsperGartner’sStrategicTechnologytrendreport2024,oneofthetechnologythatcandrivesignificantdisruptionandfuturisticopportunityforITservicesforthenextfivetotenyearsisDistributedCloud.
CurrentlymostCloudServiceProviders(CSPs)whichrunscentralizedCloudservicemodelandoffersOn-demandandmeteredaccesstothecomputingserviceslikedatabase,virtualmachinesandstorageservicesacrossdifferentregions,availabilityzonesandedgelocations.ForbetterRPOandRTO,siteredundancyandMulti-AZservicesareprovidedtoensureresilienceandhighavailability.
ButthefutureofCloudservicemodelbreaksthiscentralizedmodelandmovetowardsdistributedCloudmodelwhereCSPsdatacenterwillnotbeabarrierforstoragelocations.Thiswillbeonemorelevel
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highertoHybridcloudwhereHybridcloudiscombinationofPrivatedatacenterbasedPubliccloudfarmsandDistributedcloudmovestowardsdecentralizedmodelinwhichvariousmicro-cloudlocatedoutsidethecentralizedcloudfarmsinwhicheachmicro-cloudcanservethepurposeforStorage,computeandnetworkservicesinitscontrolbylogicallydisbursedbetweeneachother.
Figure:Cloudmigrationpathsandcrossroads
EdgeComputingandFogComputingalreadymovesthecloudmodeltowardsDistributedCloudandwiththeintenttoreducenetworklatencybykeepingthemicro-cloudclosertouserregions(edgecachingbasedonusability,accessibility).
WiththeadvantageofDistributedCloudandtheentryof5GarchitecturewheredistributedlocationaccessisverymuchneededforrequirementslikeRegulatory(cross-borderdataaccess),Location(multi-regionalserviceaccesswithlowlatencyandhigherthroughput),Security(dataprivacy)andRedundancy(tohandlesituationlikelargescaletrafficandoutages).
Forlargeenterprises,DistributedcloudcanassureshiftingfromCAPEXtoOPEXusingon-demandmicro-cloudusagewithgeospreadedserversanduseintelligenttransportofdataacrosslocationswithlesslatencyandintelligentcachingforlargevolumeofdatalikevideostreamingandDatalakesolutions.
ForCloudArchitectsandSolutionconsultants,howthisdifferstheyDayinthelifeisquiteinterestingasDistributedCloudmakesthemtothinksolutioncoherenttotheofferingsofmicro-cloudservicesandNon-functionalrequirementgetsaddressedinamuchsophisticatedwayinDistributedCloudascomparedtosiloesinCentralizedcloudmodelintermsofperformanceofservicecommunication,networkmodel,APIgateway,CDNusageandmessagingservices.
AsperGartnerandNextPlatform,DistributedClouddoesn’tmatureovernightandtakeoverbutitcanpotentiallyoccupymajorityofcloudinvestmentbusinessby2025.Securityfeaturesincloudplatformdiffersfromtraditionaldatasecurityinmulti-aspectastheyaredivergentinplatformarchitectureand
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alsonew-agehybridcloudarchitectureneedstoprotectapplication,dataandservicesinon-premisesdatacenter(eg:Datasecurity),cloudservices(eg:Serversecurity)andmobileusers(eg:clientsecurity).
GartnerpredictsthatSecureAccessServiceEdge(SASE)couldbetransformationalandnextwaveenterprisesecurityarchitecture.SASEisanamalgamationofNetworkasaServiceandNetworksecurityasaServicetocombinethepowerofServiceDeliveryWideAreaNetwork(SD-WAN),networkrouting,networksegmentation,FirewallasaService,cloudbasedsecurityservices(CloudSecurityasaService)andWANoptimization.
Figure:SASEonEdgecomputing
SASEconvergesthesecurityarchitecturewithZeroTrustNetworkAccess(ZTNA),CloudSecureWebGateway(SWG)andWebapplicationandAPIprotectionasaService(WAAPaaS)todelivernetworkandsecurityfeaturesfornewagebusinessscenarioslikeAIenabledservices,5Gnetworkslicingandedgecomputingtoimproveglobalscaleandoperationalresilience.
TherearefourcharacteristicsthatisenabledbySASEsuchasIdentity-Driventoenableuserandresource(network,cloud)identity,cloud-nativearchitecturetoleveragecloudcapabilitieslikeagility,scalabilityandelasticity,supportsEdgecomputingtoreducenetworklatencyandbetterthroughputandGloballydistributednetworktodeliverlow-latencynetworkservicestoenterpriseedges.
Edgecomputinggivesadistributedcloudcomputingfacilitytocloudoperatedapplicationsthusreducingnetworklatencyandimprovescustomerexperience.SinceEdgecomputinggiveshighly-reliablecloudservices,therearemanyusecasesacrossdifferentsectorsliketrafficmanagementsystem,autonomousvehicleforreal-timevehiclecontrol,PredictivemaintenanceinManufacturing,improvedSupplychainmanagementinretail,precisionagricultureusingDrones,livesecuritymonitoringincountrybordersusingIoTcameradevicesaresomeoftheusecaseswhichgetsthefullbenefitofedgecomputing.
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Figure:Edgecomputingfeaturesandbenefits
Bankingsectorisoneofthefastesttechnologyadapterasittargetsimprovedcustomerexperiencewithhigh-reliableandlow-latencyservices.Hence,EdgecomputingenablesmanyusecasesinBankingindustry.Someofthemarediscussedhere:
•MovecriticalIToperationstoedgecomputingtocreateleanandportablebranchesforbanks.
•Personalizationofcustomerengagementthroughimprovedcustomerexperiencethroughreliableandfastcontentdeliveryofstaticcontenthelpsseamlessuserexperienceandend-usergetsattractstoitinretailbanking.
•FrauddetectioninusertransactionisanimportantusecaseinBankingsectorwhichrequireshighattentionandquickerresolution.UsingEdgeservices,thiscanbeachievedatafasterratethroughcontinuousreal-timemonitoringandanalyticsontransactionanddetectanomalyinbehaviourandalertforfraudtransactionfaster.
•EnablereliablepaymentfacilitiesinPOSterminalsandATMbranchesthroughlocaledgeservices.
•Forwealthmanagementandassetmanagement,reliablehigh-frequencyalgorithmictrading(HFT),playsacriticalroleasitreliesondisparitiesinpriceforassetsandtradeproductsondifferentexchanges.Here,edgeplaysimportantroletomanagetradingfromlocaledgelocations.
EnablingUltraLow-LatencyApplications,IoT,andEdgeDeploymentsusing5GinCloudsolutions
Theintegrationof5Gtechnologywithcloudcomputinghasthepotentialtorevolutionizevariousindustriesbyfacilitatingthedevelopmentofultralow-latencyapplications,theInternetofThings(IoT),andedgecomputingdeployments.Thissynergynotonlyenhancestheperformanceofexistingcloud-basedsolutionsbutalsopavesthewayforinnovativeapplicationsandservices.
UltraLow-LatencyApplications
Theadventof5Gtechnologybringsunprecedentedspeedandlatencyimprovementstowirelesscommunications.Withlatencyaslowas1millisecond,5Genablesreal-timeprocessingandresponsiveness,whicharecriticalforapplicationsrequiringinstantaneousdatatransmissionand
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processing.Cloudcomputing,withitsvastcomputationalresourcesandscalableinfrastructure,complements5Gbyprovidingthenecessarybackendsupportfortheseapplications.
Oneofthemostnotablebeneficiariesofthissynergyisthefieldofaugmentedreality(AR)andvirtualreality(VR).Thehighdatatransferratesandlowlatencyof5Gensureaseamlessandimmersiveexperienceforusers,whilecloudcomputinghandlestheintensiveprocessinganddatastoragerequirements.ThiscombinationallowsformorecomplexandinteractiveAR/VRapplications,suchasremotesurgeries,virtualtrainingsimulations,andreal-timecollaborationtools.
InternetofThings(IoT)
TheproliferationofIoTdeviceshasledtoanexponentialincreaseinthevolumeofdatagenerated.Managingandprocessingthisdataefficientlyisasignificantchallengefortraditionalcomputinginfrastructures.However,thecombinationof5Gandcloudcomputingoffersarobustsolutiontothisproblem.
5GnetworksprovidethenecessarybandwidthandconnectivitytosupportamassivenumberofIoTdevices,ensuringreliableandconsistentdatatransmission.Atthesametime,cloudcomputingplatformsofferscalablestorageandprocessingcapabilities,allowingforreal-timeanalysisanddecision-making.Thissynergyisparticularlybeneficialforindustriessuchassmartcities,healthcare,agriculture,andmanufacturing,whereIoTdevicesplayacrucialroleinmonitoringandoptimizingvariousprocesses.
EdgeComputingDeployments
Edgecomputing,whichinvolvesprocessingdataclosertothesourceratherthanrelyingoncentralizedcloudservers,isgainingtractionduetoitsabilitytoreducelatencyandbandwidthconsumption.Theintegrationof5Gwithedgecomputingfurtherenhancesthesebenefits,enablingmoreefficientandresponsiveapplications.
Inthiscontext,5Gservesasthebackboneforedgecomputingdeployments,providinghigh-speedconnectivityandlow-latencycommunicationbetweendevicesandedgenodes.Cloudcomputing,ontheotherhand,offersthenecessaryinfrastructuretosupportedgedeployments,includingdatastorage,analytics,andmachinelearningcapabilities.Thiscombinationisparticularlyadvantageousforapplicationsthatrequirereal-timeprocessinganddecision-making,suchasautonomousvehicles,industrialautomation,andremotemonitoringsystems.
DevelopingCloudTechnologiesbyIndustries
Industriesacrossvarioussectorsareincreasinglyrecognizingthepotentialofcombining5Gandcloudcomputingtodriveinnovationandenhanceoperationalefficiency.Byleveragingthestrengthsofbothtechnologies,businessescandevelopnewcloud-basedsolutionsthatcatertotheevolvingdemandsofthemarket.
Forinstance,inthehealthcareindustry,thesynergybetween5Gandcloudcomputingenablesremotepatientmonitoring,telemedicine,andreal-timediagnostics,improvingpatientcareandreducinghealthcarecosts.Inthemanufacturingsector,thiscombinationfacilitatespredictivemaintenance,smartfactoryautomation,andsupplychainoptimization,leadingtoincreasedproductivityandreduceddowntime.
Similarly,theretailindustrycanbenefitfromenhancedcustomerexperiencesthroughpersonalizedrecommendations,seamlessomnichannelintegration,andefficientinventorymanagement.Thefinancialsector,too,standstogainfromimprovedfrauddetection,real-timetransactionprocessing,andenhancedcybersecuritymeasures.
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Thesynergybetween5Gandcloudcomputingisagame-changerforindustrieslookingtoleveragethepowerofultralow-latencyapplications,IoT,andedgedeployments.Bycombiningthehigh-speed,low-latencycapabilitiesof5Gwiththescalableandflexibleinfrastructureofcloudcomputing,businessescanunlocknewopportunitiesforinnovationandgrowth.Asthesetechnologiescontinuetoevolve,theirintegrationwillundoubtedlyleadtothedevelopmentofevenmoreadvancedandimpactfulcloud-basedsolutions.
DataSecurityandcompliancetogetdatasovereigntytoavoidcrossborderdataaccessfromclouddatacenterandenabledatamanagementthroughlocaledgecomputingandstorageservices.
WiprohasrecentlyimplementedEdgesolutionforagloballeaderinthelifesciencesindustry.Theclientaimedtoenhancetheirdeviceconnectivitycloudplatformandedgegatewaytointegratewithon-premisemedicaldevices,leveragingcloudPaaScomponentsforimprovedtimetomarket,quality,andreduceddependencyoncustomcomponents.
WiproSolution:
•Re-architectingandRe-designing:Wiprore-architectedandre-designedtheentirecloudandedgeplatformtoleveragecloud-nativePaaS.
•ComplexMulti-componentSolution:ThesolutionwasAzure-basedanddevoidofproprietaryelements,ensuringflexibilityandscalability.
•IoTEdgeProtocolTranslation:DeployedIoTedgeprotocoltranslationtocoverinterfaceslikeFHIR,HL7,andothermedicalequipment-specificinterfaces.
•CommunicationSecurity:Implementedsecurecommunicationbetweenmedicaldevices,edge,andcloudusingX.509attestationwithanexternalCA.
BenefitsDelivered:
•AcceleratedTimetoMarket:Thecomplexmulti-componentsolutionwasdeliveredwithanacceleratedtimetomarket,leveragingaquickramp-upofateamofexperts.
•SecureandScalableArchitecture:Thesolutionprovidedasecure,scalablearchitecturewithMicrosoftAssurance,managingavolumeofaround2000messagespersecond.
•ImprovedOperationalEfficiency:Theintegrationofcloud-nativePaaScomponentsandIoTedgeprotocoltranslationimprovedtheoveralloperationalefficiencyandreduceddependencyoncustomcomponents.
Wipro'sUniqueProposition:
•Cloud-FirstApproach:Wipro'scloud-firstapproach,basedonworkloadcategorizationandassessment,ensuredatailoredsolutionfortheclient.
•Hyper-ConvergedSolutions:Providedhyper-convergedsolutionsforremotesites,makingtheedgelighterandmoreefficient.
•ValidatedBlueprintsandStandardization:Deliveredstandardizedstacksandvalidatedblueprintsacrossregions,ensuringconsistencyandreliability.
•StrategicPartnerships:CollaboratedwithstrategicpartnerslikeNutanix,Dell,VMware,HPE,Cisco,andhyperscalers(AWS,MicrosoftAzure,Google)toenhancethesolution'svalueproposition.
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ServerlessComputing
Serverlesscomputing,alsoknownasFunctionasaService(FaaS),isgainingtractionasorganizationsseektostreamlinetheirdevelopmentprocessesandreduceoperationaloverhead.
Gartner's
analysisindicatesthatby2025,serverlesscomputingwillbeastandardpracticeforover50%ofglobalenterprises,comparedto30%in2024.
Theserverlessmodelallowsbusinessestofocusonwritingcodewithoutworryingaboutinfrastructuremanagement.Withserverlessapplications,codeispackagedintosmallunitscalled“functions”,whichgetsexecutedasamanagedservice.ThemostcommonlyusedexpressionofserverlesscomputingisFaaS,suchasAWS(AmazonWebServices)Lambda,orMicrosoftAzureFunctionsorGCP(GoogleCloudPlatform)cloudfunctionswhicharebeingasmanagedserviceandcomputingresourcesareprovisionedspecificallyforexecutionpurposeandthereisaminimaloperationcontrolsrequiredoncomputingresources;andwiththegrowingadoptionofcloudcomputing,customerarelookingforwaystoconsumeandoperateresourceseffectively;haveagility,scalabilityandspeedtoaccelerategotomarketstrategy.
Therearemanybenefitstouseserverlesscomputing:
1)Easytouseandconsumptionbasedcomputingresources;andallCSPsprovidetheseservicesontimemetricsiemilliseconds
2)Computeresourcescanbeshut-downtozerowhennotbeingusedandcanbeupandrunningontheflywhichenableflexibilityandscalabilityforcustomers
3)Thereareveryminimalornoclosetonoeffortsrequiredtomanagecomputingplatform;resourcesgetprovisionedandreleasedautomaticallyduringthefunctionexecution.
4)Enhancedeveloperexperience,whereindeveloperscanfocusmoreonapplicationdesign,newfunctionalitiescreationandconfigurationsthanmanaginginfrastructurerelatedmanagementorprovisioningetc.
5)ManyCSPsprovidefree-tierwhichhelpsdeveloperstoexperimentnewfeatures,functionalitiesanddorapidexperimentswithalowentrycostbarrier.
Whiletherearemanybenefits;therearepotentialareasforconsideration:
1)Vendorlock-in–Someofthesesolutionareproprietarytospecificproviders;incaseofapplicationtobemovedfromoneplatformtoanother;thiscouldpotentiallyincursignificanteffortsforre-engineeringandadditionalcostassociatedwithit.
2)Goingmonolithictomicroservicesandadoptserverlessarchitecturerequired
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