从大数据到人工智能

杨 华为大数据首席科学家@华为诺亚方舟实验室主PagePage

vsPagePagePagePage——图灵奖获得者Jim

PagePage挖掘--2000挖掘--2000Data习--2015LifelongMachinePage实时分析挖掘技 深度用户建模分析技360° 分析理论的演进发PagePagePage 华为推荐引擎中使用的TRegression 华为推荐引擎中使用的TRegression万亿个式处理,达到业界领先水平 女

针对用户群标注10~30个10亿多条边，可以传播标注12PPPage

GTS语音助 短信信息抽手机翻译助手智能产品帮助短信自动回复微博机器人对话管 智能诊 语言翻 短文对规则引 智能排 信息推对话管 智能诊 语言翻 短文对规则引 智能排 信息推 信息抽 Page示例1：GTSiCase项目目标：实现基于GTS实时搜索响应(1

InformationRetrieval

与已有iCase搜索相比(A/BTest)示例2:2012

q qm

q2

实现云端1

Page EntryEntryToToReportReport

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

BasedonTopologyofrealtimethroughputForhugeForhugeflowoffine-tunedIPTuningmanually5minEntrythroughput,forrealtimeperformanceThroughputDashboard

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

HighperformancetransportSohu

NetStreamRAWUser1,000,000UserUserUserIDCBusinessPagePagePage

60TB

2

3 Page

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