Hadoop Present and Future

Hadoop Present and Future

ID:39715299

大小:1.86 MB

页数:19页

时间:2019-07-09

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1、ApacheHadoopPresent&FutureHadoopinChina2012EricBaldeschwielerCTOHortonworksTwitter:@eric14,@Hortonworks©HortonworksInc.2012Page1WhatisApacheHadoop?Page2©HortonworksInc.2012BigDataTransactions+InteractionsBIGDATAMobileWeb+ObservationsPetabytesSentimentSMS/MMS=BIGDATAUserClic

2、kStreamSpeechtoTextSocialInteractions&FeedsTerabytesWEBWeblogsSpatial&GPSCoordinatesA/BtestingSensors/RFID/DevicesBehavioralTargetingGigabytesCRMBusinessDataFeedsDynamicPricingSegmentationExternalDemographicsSearchMarketingERPCustomerTouchesUserGeneratedContentMegabytesAffi

3、liateNetworksPurchasedetailSupportContactsHDVideo,Audio,ImagesDynamicFunnelsPurchaserecordPaymentrecordOfferdetailsOfferhistoryProduct/ServiceLogsIncreasingDataVarietyandComplexityPage3©HortonworksInc.2012TheBigDataProblemPlatformforBigDataCaptureProcessExchange•Collectdata

4、fromall•Transform,refine,•Deliverdatawithsources-structuredandaggregate,analyze,enterprisedatasystemsunstructureddatareport•Sharedatawithanalytic•allspeedsbatch,async,applicationsandstreaming,real-timeprocessingOperate•Provision,monitor,diagnose,manageatscale•Reliability,av

5、ailability,affordability,scalability,interoperabilityAcrossalldeploymentmodelsOperatingVirtualCloudBigDataSystemsPlatformsPlatformsAppliancesPage4©HortonworksInc.2012BigDataUseCasesVerticalRefineExploreEnrich•MDM•Friendsandassociations•PathsSocialandWeb•CRM•Contentrecommend

6、ations•Featureusefulness•Adservicemodels•Adservice•Referrers•Loyaltyprograms•BrandandSentiment•Cross-channelcustomer•DynamicPricing/TargetedRetailAnalysis•MDMOffer•Paths•CRM•TaxonomicrelationshipsIntelligence•ThreatIdentification•PersonofInterestDiscovery•CrossJurisdictionQ

7、ueries•RiskModeling&Fraud•SurveillanceandFraudIdentification•Real-timeupsell,crosssalesFinanceDetection•TradePerformancemarketingoffers•CustomerRiskAnalysisAnalytics•ProductionOptimization•Systemwideanalysis•AutomaticsystemrecoveryEnergy&Utility•SmartMeters&Devices•Finegrai

8、nedreporting•Interactivecustomerservice•DynamicDeliveryManufacturing•SupplyChainOp

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