Improve price performance of your model training using Amazon SageMaker heterogeneous clusters

This post is co-written with Chaim Rand from Mobileye. Certain machine learning (ML) workloads, such as training computer vision models or reinforcement learning, often involve combining the GPU- or accelerator-intensive task of neural network model training with the CPU-intensive task of data preprocessing, like image augmentation. When both types of tasks run on the same … Read more

Reduce food waste to improve sustainability and financial results in retail with Amazon Forecast

With environmental, social, and governance (ESG) initiatives becoming more important for companies, our customer, one of Greater China region’s top convenience store chains, has been seeking a solution to reduce food waste (currently over $3.5 million USD per year). Doing so will allow them to not only realize substantial operating savings, but also support corporate … Read more

DC sues Shipt for misclassifying drivers as independent contractors

DC Attorney General Karl Racine appears before the US Supreme Court. | Photo by Alex Wong/Getty Images DC Attorney General Karl Racine sued Shipt, a gig delivery company, Thursday for misclassifying full-time workers as independent contractors in order to “cheat” them out of wages and avoid payroll taxes. In the Thursday complaint, Racine accuses Shipt … Read more

AWS makes Neptune, its graph database service, serverless

Nearly five years ago, Amazon Web Services (AWS) launched Neptune, a service for running apps that need a graph database to store and query connected data sets. Now, to keep up with the serverless trend, AWS is expanding the offering with Amazon Neptune Serverless, a serverless option for Neptune that automatically scales to support variable … Read more

Thoma Bravo, Sunstone Partners to acquire UserTesting for $1.3B and combine it with UserZoom

Thoma Bravo and Sunstone Partners announced today that they’re acquiring customer insight platform UserTesting for $1.3 billion in an all-cash deal. The acquirers say they plan to combine it with UserZoom, a customer research company Thoma Bravo bought an $800 million majority stake in last April. The firms paid what appears to be a generous … Read more