亚马逊人工智能购物助手：从客户互动中汲取的关键经验.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A M Z 3 0 1Amazon AI shopping assistant:Key learnings from customer interactionsJames ParkHe/HimPrincipal ML Specialist SA AWS Charlie TaylorHe/HimSenior Software EA

2、mazon 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaWhat is Rufus?High level architectureLessons learned with examples 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon on AWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Operat

3、ing at Amazon scale626 billion inference requests on SageMaker AIECS launched 18.4 million tasks1.7 trillion Lambda invocationsAPI Gateways handled 1 trillion requests20.3 trillion I/O requests on EBS151 million requests per second on DynamoDB1.5 quadrillion ElastiCache requestsKinesis stream 807 mi

4、llion records per secondGuardDuty 8.9 trillion log events per hourCloudFront served 3 trillion HTTP requests500 billion transactions,stored 4,071 terabytes of data,and transferred 999 terabytes of data on Aurora2.5 trillion CloudTrail events87,000 Trainium&Inferentia chipsOutposts sending 524 millio

5、n commands to over 7,000 robots 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What is Rufus?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What is Rufus?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What is Rufus?2025,Amazon Web Services,

6、Inc.or its affiliates.All rights reserved.What is Rufus?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What is Rufus?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Rufus is powered by:Amazon Bedrock Amazon Trainium Amazon Elastic Container Service 2025,Amazon