A_near－term_outlook_for_big_data

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1、Anear-termoutlookforbigdataByGigaOMProBIGDATATableofcontentsINTRODUCTION5BIGDATA:BEYONDANALYTICS—BYKRISHNANSUBRAMANIAN6Dataquality7Dataobesity9Datamarkets11Cloudplatformsandbigdata12Outlook14THEROLEOFM2MINTHENEXTWAVEOFBIGDATA—BYLAWRENCEM.WALSH16TheM2Mtsunami18CarriersdrivingM2Mgrowth2

2、0Thestoragebits,notbytes22M2Msecurityconsiderations23TheM2Mfuture252012:THEHADOOPINFRASTRUCTUREMARKETBOOMS—BYJOMAITLAND26Snapshot:currenttrends27DisruptionvectorsintheHadoopplatformmarket29Methodology29Integration31Deployment32Access33Reliability34Datasecurity36Totalcostofownership(TC

3、O)37Hadoopmarketoutlook38AlternativestoHadoop39CONSIDERINGINFORMATION-QUALITYDRIVERSFORBIGDATAANALYTICS—BYDAVIDLOSHIN41Snapshot:traditionaldataqualityandthebigdataconundrum42Anear-termoutlookforbigdataMarch2012-2-BIGDATAInformation-qualitydriversforbigdata45Expectationsforinformationu

4、tility45Tags,structureandsemantics46Repurposingandreinterpretation48Bigdataqualitydimensions49Datasets,datastreamsandinformation-qualityassessment50THEBIGDATATSUNAMIMEETSTHENEXTGENERATIONOFSMART-GRIDCOMPANIES—BYADAMLESSER52Meterdatamanagementsystems(MDMS):goingbeyondthefirstwaveofsmar

5、t-gridbigdataapplications53ApplyITtocommercialandindustrialdemandresponse:GridMobility,SCIenergy,EnbalaPowerNetworks54UsingITtotransformconsumerbehavior57Finally,thecustomer60BIGDATAANDTHEFUTUREOFHEALTHANDMEDICINE—BYJODYRANCK,DRPH62Calculatingthecostofhealthcare63Healthcare’sdatadelug

6、e65Challenges66Drivers67Keyplayersinthehealthbigdatapicture69Lookingahead71WHYSERVICEPROVIDERSMATTERFORTHEFUTUREOFBIGDATA—BYDERRICKHARRIS74Snapshot:What’shappeningnow?75Systems-firstfirms75Algorithmspecialists76Thewholepackage77Thevendorsthemselves77Isdisruptionaheadfordataspecialists

7、?78Analytics-as-a-Serviceofferings79Anear-termoutlookforbigdataMarch2012-3-BIGDATAAdvancedanalyticsasCOTSsoftware80Whatthefutureholds82CHALLENGESINDATAPRIVACY—BYCURTA.MONASH,PHD84Simplisticprivacydoesn’twork85Whatinformationcanbeheldagainstyou?87Translucentmodeling89Ifnotus,who?91ABOU

8、TTHEA