從大數(shù)據(jù)到人工智能

楊 華為大數(shù)據(jù)首席科學(xué)家@華為諾亞方舟實(shí)驗(yàn)室主PagePage

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PagePage挖掘--2000挖掘--2000Data習(xí)--2015LifelongMachinePage實(shí)時(shí)分析挖掘技 深度用戶建模分析技360° 分析理論的演進(jìn)發(fā)PagePagePage 華為推薦引擎中使用的TRegression 華為推薦引擎中使用的TRegression萬(wàn)億個(gè)式處理,達(dá)到業(yè)界領(lǐng)先水平 女

針對(duì)用戶群標(biāo)注10~30個(gè)10億多條邊，可以傳播標(biāo)注12PPPage

GTS語(yǔ)音助 短信信息抽手機(jī)翻譯助手智能產(chǎn)品幫助短信自動(dòng)回復(fù)微博機(jī)器人對(duì)話管 智能診 語(yǔ)言翻 短文對(duì)規(guī)則引 智能排 信息推對(duì)話管 智能診 語(yǔ)言翻 短文對(duì)規(guī)則引 智能排 信息推 信息抽 Page示例1：GTSiCase項(xiàng)目目標(biāo)：實(shí)現(xiàn)基于GTS實(shí)時(shí)搜索響應(yīng)(1

InformationRetrieval

與已有iCase搜索相比(A/BTest)示例2:2012

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實(shí)現(xiàn)云端1

Page EntryEntryToToReportReport

ServiceforServicefortheVIPUser1.1millionflowsgather5002.Minedthehugeflow(s)form1millionflow*400thousandsroutedsegment,providedtheTOPNtotheNetMatrixfor

BasedonTopologyofrealtimethroughputForhugeForhugeflowoffine-tunedIPTuningmanually5minEntrythroughput,forrealtimeperformanceThroughputDashboard

Staticscheduler&dynamicload-balanceAlgorithms+Code+CodeiEMPStreamingdatamodel&DistributediEMPThroughputThroughputDashboardFirst1second→5

HighperformancetransportSohu

NetStreamRAWUser1,000,000UserUserUserIDCBusinessPagePagePage

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PagePageTHANKCopyright?2014HuaweiTechnologiesCo.,Ltd.AllRightsTheinformationinthisdocumentmaycontainpredictivestatementsincluding,withoutlimitation,statementsregardingthefuturefinancialandoperatingresults,futureproductportfolio,newtechnology,etc.Thereareanumberoffactorsthatcouldcauseactualresultsanddevelopmentstodiffermateriallyfromthoseexpressedorimpliedinthepredictivestatements.Therefore,suchinformationisprovidedforreferencepurposeonlyandconstitutesneithe