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A PERFECT STORM IS BREWING ThreeBigDisrup-onsFacingCDO’s-AnyoneofthemcouldsinkyourboatTheGravityofData|DevOps&So5wareDefinedEverything|Cogni=veCompu=ng
TheGravityofData-whenaweakforceaccretes&developsmass.
“Asdidplanetsover0meduetotheirsize&mass,Datahasineffectdevelopedit’sformofownGravity..Datahasbecomethecenterofour#DigitalUniverse..”• We’veactuallyalwaysbeenDataDriven
• ThejourneyfromtheAbacustoMainframetoHPCClouds• WhatchangedisDatanowdriveseveryaspectofourlives• Datanowhasweight&likegoldisvalued&tradedasacommodity
• EdgeAnalyBcs&“FogCompuBng”• Theshi5fromMainframeeracomputetotheIoT• Movingcompute&businesslogictothedata• WehavetorethinkourdesignpaKerns&makedatasmarter
• Toknowmeistoknowmydata• CustomerExperienceisn’tnew,wejusthavemoredatanow• PetabytesofBaddatawillnevertranslateintoagoodUX/CX• The“humantoll”beingravageduponourcustomerswitheachDataBreach
CreaBngdataoutofthinair,aircraHarenowflyingDataCenters!!
“Today’saircraFareliterallycrea0ngdataoutofthinair,bythePetabyte,everysingleday..Introducingthe#IoTtoaircraFwithsensorcountsinthetensofthousands,createdaCambrianeventfordata..”• Boeing787Dreamliner
• 4,000sensorsp/aircra5• 500GBp/flight
• FAAsaysrebootthemonceamonth!!
• AirbusA330-1000• 10,000sensorsineachwing!!• 2.5TBp/flight
• Yesthat’stwoandahalfTerabytes!!
• 87,400domesBcflightsp/dayjustintheUSA• Dreamliner787’swould=approx.43.5PBofdatap/day• A330-1000’swould=approx.220PBofdatap/day!!
Howmuchdatacanonedevicemake?Noseriously,howmuch!?
“IfyouthoughtaircraFcrea0ngTerabytesperflightwasscary,wait0llyouseewhatautonomouscarsareabouttodotoourbravenew#digitalworld..”
• Anautonomouscarcouldcreate4PBp/day!!• Radar,Sonar,LiDAR• Wifi,3G,4G,Bluetooth• Cameras,GPS,Logging
• 4xPBperday?• 28PBp/week• 120PBp/month• 360PBp/quarter&720PBp/6mths!!• 1.45Exabytep/year!?
That’sapprox.thesameamountofdataperdayasthreethousandpeoplewatchingNePixfor24hours..
DevOpsand“SoHwareDefinedEverything”isthenewnormal..
“SoFwareisnoweffec0velythenewHardware..(cloudisjustsomeoneelse’shardware)..”CloudNaBveslikeSoHwaresmart&Hardwaredumb;-)• Bi-Modal/Bi-Muddle*/Bi-Muggle!!
• On-Prem/Off-Prem/Hybrid/Physical/Virtual/Cloud• MaaS/IaaS/PaaS/SaaS/XaaS/CaaS/MSaaS/MLaaS• C.I.&C.D.recipeswithChef/Salt/Ansible/Puppet/Vagrant• KuberneKes/Docker/Terraform/OpenShi5/OpenStack/Mesos• Dev/Test/Int/SIT/UAT/Training/Prod/DR
• PetsVSCadle:FIY-ITSMisn’treadyforContainers&MicroServices
• OpenStacklabprojectcirca2014• 168,000VM’sinminutes(32GBRAM,500GBHD)
CogniBveCompuBngisn’tjustaboutA.I.orMachineLearning..
“EveryonewithaSmartPhonehassomeformofrudimentaryA.I.intheirhands,buthowmayofusreallyputeventhattousedaily?Mostlikelyzero..Askyourselfwhy..”
• CogniBveCompuBng–AccessvsUse• Sirivs.GoogleAssistantvs.Alexavs.Cortana• Speaking“to”ourphonesvsTalking“with”ourphones• ChicagoCubs2016USA“worldseries”attheWorldofWatson??
• SoHwareBotsarenotthesameasCogniBveCompuBng• Robo=cso5warebotsarechangingourworld,buttheyarenotA.I• So5warethatwinsChessandGomatches&MachineLearningisfunbut..• Historical,Real-=meandPredic=veAnaly=csarealsonotCogni=veCompu=ng
• CogniBveCompuBng–OKsowhatisitexactly• ItneedstobeTrainable,SelfLearning,leverageMachineLearningandeatData• Itshouldperformhumanliketasks,beabletoclassifydataorobjectsaswedo• Itmustbeabletooperatethewaywedo,naturallanguage,text,voice,audio,video• Cogni=veCompu=ngisaboutknowledgeautoma=on,it’saboutbrainsandnotbrawn