The Official AWS Podcast is a podcast for developers and IT professionals looking for the latest news and trends in storage, security, infrastructure, serverless, and more. Join Simon Elisha and Nicki Stone for regular updates, deep dives, and interviews. Whether you’re training machine learning models, developing open source projects, or building cloud solutions, the AWS Official Podcast has something for you.
#490: How Amazon Ads Run Machine Learning at Scale
December 06, 2021
00:15:47
23.08 MB
Downloads: 0
Amazon Ads operates its ad serving infrastructure at massive scale, handling hundreds of millions of ad requests per second (trillions of ads per day) within a latency budget of 120 milliseconds. They use machine learning to predict relevant ads to show shoppers, predict whether shoppers will click or purchase, and allocate and price an ad. In this episode, Simon talks with Kun Liu, Director of Machine Learning at Amazon Ads, about how his team uses machine learning running on AWS to score thousands of ads per request within a 20ms window at over 100K transactions per second, all across hundreds of models that each required different hardware and software optimizations.
Learn more about Amazon Ads - https://advertising.amazon.com/
Read the blog - https://go.aws/31rPqM3
Learn more about AWS solutions for advertising & marketing - https://aws.amazon.com/advertising-marketing/