AWS的技术创新Haoxin Chen解决方案架构师亚马逊AWS议题•AWS的技术创新•人工智能与IoTIoT的发展需要一个能够持续创新的基础平台615161,017159201220142016AWS持续不断扩展云上工作负载,目前有超过90种服务.涵盖了计算,存储,网络,数据库,分析,应用服务,部署,管理,开发,移动端,IoT,人工智能,安全,混合架构和企业应用.AWS 不断加速的创新步伐20103,149AWS Direct AWS Elastic Beanstalk Schema Conversion Tool AWS Shield EFSWorkSpaces Amazon Lumberyard AmazonPinpointAWS IoT AWS Managed ServicesAmazon Route 53AWS OpsWorks forChef AutomateRedshiftDynamo DBAmazon Polly AWSSnowballAWS Organizations Device Farm Amazon Config Amazon RDS for Aurora WorkDocsAWS Snowball Edge CodeCommitAWS CodePipeline AWS Service Catalog CloudWatch Logs Amazon LexAWS Greengrass Amazon EC2AWS WAF Amazon Appstream 2.0Amazon Athena AWS Glue Amazon LightsailAmazon Rekognition AWS Discovery AWS Certificate Manager Amazon ElastiCache Mobile AnalyticsAWS Mobile Hub AWS Storage Gateway AWS OpsWorksAWS BatchAmazon Inspector EC2Container Service Amazon Cognito AWS CodeDeploy AWS Personal Health Dashboard AWS SnowmobileLambda AWS Codebuild AWS X-Ray Amazon QuickSight Amazon Kinesis FirehoseAmazonWorkmail Amazon Inspector Machine LearningCompute Networking & Content Delivery Database Security, Identity &ComplianceAnalytics Artificial IntelligenceAmazon EC2 C5 instance typeAmazon EC2 F1 instance typeAmazon EC2 I3 instance typeAmazon EC2 R4 instance typeAmazon EC2 t2.xlarge and t2.2xlargeAmazon EC2 Elastic GPUAmazon LightsailAWS BatchAmazon EC2 Container Service BloxAWS Lambda support for C#AWS Lambda support for DLQ Edge Caches for Amazon CloudFront AWS Lambda@Edge IPv6 Support for EC2 Instances in VPC PostgreSQL Compatibility for Amazon Aurora AWS SCT -two new datasources AWS ShieldAWS ArtifactAWS Organizations Amazon Athena AWS Glue Amazon EMR –S3 for Apache HbaseAmazon Redshift enhancements Amazon Lex Amazon Polly Amazon Rekognition MXNet Deep Learning Framework StorageAmazon EFS on-premises access Amazon Glacier Expedited retrievalsAmazon S3 & Glacier price reductionsAWS Snowball HIPAA complianceAWS Storage GW virtual on-premises file server MessagingAmazon SQS FIFOApplication ServicesDeveloper ToolsManagement Tools Mobile Services Migration IoTAWS Step FunctionsCustom Authorizers in API GWDocument API in API GWAPI GW integration with AWSMarketplace AWS X-Ray AWS CodeBuild EC2 Systems Manager AWS OpsWorks for Chef Automate AWS Personal Health Dashboard AWS CloudFormation –SAM Amazon CloudWatch price reduction AWS CloudTrail –S3 Data Events Amazon PinPointAWS Mobile Hub integrationwith Amazon Lex AWS SnowmobileAWS Greengrass Re-design of AWS IoT console Improved AWS IoT Button Developer ExperienceAWS IoT Button EnterpriseProgram Desktop & App Streaming Amazon AppStream 2.0Amazon Workspaces Web AccessAmazon Workspaces Windows 10Amazon Workspaces GPU AWS MarketplaceSaaS SubscriptionsHybridAWS Snowball Edge人工智能带来全新零售体验-Amazon Go当IoT遇上AI……假如身边的一切会说话，世界会变成什么样？「主人~」「什么事？」「你卧室的床下，已经一天没有打扫了，我去把它扫干净吧！」「恩恩，快去吧！」过去10年“深度学习”趋势图像分析语音识别自然语言处理…深度学习在多个领域显著推动了人工智能的发展自动驾驶Amazon AI Intelligent Services Powered By Deep Learning深度学习支持的智能服务RekognitionLex 逼真的语音图像识别会话引擎Polly•Amazon RekognitionAmazon Rekognition基于深度学习的图像识别服务搜索，验证，并且识别数以百万计的图像对象和场景检测面孔分析面孔比较面孔识别Amazon Rekognition API对象和场景检测在图像中检测对象、场景和概念DetectLabels对象和场景检测室内花咖啡桌椅子起居室Amazon Rekognition API面孔分析发现面孔和面孔的关键特征DetectFaces面孔分析情绪表达人口数据特征点图像质量亮度: 25.84通用属性锐度: 160面孔分析–使用案例(店内和在线零售)特征和表情分析FemaleHappyMaleHappyFemaleSadAmazon Rekognition API面孔比较基于面孔的用户验证CompareFacesAmazon Rekognition演示•Amazon PollyAmazon Polly介绍•一种可将文本转换为逼真语音的服务•提供47 种逼真声音，并支持24 种语言•低延迟的响应方便开发者构建实时系统•开发者可以存储，回放和分发生成的语音高质量的文字转语音服务•用自然的声音发音TTS输出质量的主观衡量标准是和人类语音的相似程度•精准的文字处理系统对常见的文本格式的解释能力，如缩写，数字序列的能力，同形异义词等•Today in Las Vegas, NV it's 54°F.•"We live for the music",live from the Madison Square Garden.•高度智能化识别复杂的语音”Peter Piper picked a peck of pickled peppers.”Duolingo 使用Polly 为语言学习系统发音Duolingo is a free language learning service where users help translate the web and rate translations.使用Amazon Polly ，用户受益于在市场上最逼真的文字转语音服务Severin Hacker CTO, Duolingo”“•口语对语言学习非常重要•正确的发音影响很大•TTS 能够带来快速的迭代•和自然的人类语言一样好•Amazon Lex•构建语音或者文本聊天机器人的服务Lex：使用文本和语音构建自然的会话交互界面语音文本“聊天机器人”和Alexa相同的技术移动，Web和设备语音交互和Slack&Messenger文本交互企业接口(更多支持中…)SalesforceMicrosoft DynamicsMarketoZendeskQuickbooksHubspotLex 聊天机器人的结构话语表达意图的语音或文字BookHotel意图响应自然语言用户输入的执行操作槽位完成意图所需的输入数据实现对意图的实现机制Amazon Lex 技术框架Amazon Lex自动语音识别(ASR)自然语言理解(NLU)与Alexa 相同的技术CognitoCloudTrail CloudWatchAWS 服务动作AWS Lambda认证与可视化语音API 语言API实现终端用户开发人员ConsoleSDK意图, 槽位,提示, 话语输入: 语音或文字多平台客户端:移动端, IoT, 网页,聊天API响应:语音(通过Polly TTS)或文字Lex应用场景分析：“Book a Hotel”Book HotelNYC“Book a Hotel inNYC”自动语音识别Hotel BookingNew York City自然语言理解意图/槽位模型话语Hotel BookingCity New York CityCheck In Nov 30thCheck Out Dec 2nd“Your hotel is booked forthPollyConfirmation: “Your hotelis booked for Nov 30th”ain“Can I go aheadwith the booking?Amazon Lex –用户场景咨询机器人处理每日用户请求的聊天机器人应用机器人构建强大的应用处理机器人•新闻更新•天气信息•游戏分数…•订票•订餐•管理银行账户…企业高效机器人串联企业工作流，提高效率•检查销售数据•了解市场活动效果•资产状况查询…物联网(IoT) 机器人启用设备会话界面•穿戴设备•电器•自动化….客户反馈: Capital One“作为AWS 的重度用户，Amazon Lex 与AWS Lambda 和AmazonDynamoDB等其他AWS 服务的无缝集成非常吸引人。