Using container images to run PyTorch models in AWS Lambda

By Dustin Ward

AWS FeedUsing container images to run PyTorch models in AWS Lambda PyTorch is an open-source machine learning (ML) library widely used to develop neural networks and ML models. Those models are usually trained on multiple GPU instances to speed up training, resulting in expensive training time and model sizes up to a few gigabytes. After…

Implementing multi-tenant patterns in Amazon Redshift using data sharing

By Dustin Ward

AWS FeedImplementing multi-tenant patterns in Amazon Redshift using data sharing Software service providers offer subscription-based analytics capabilities in the cloud with Analytics as a Service (AaaS), and increasingly customers are turning to AaaS for business insights. A multi-tenant storage strategy allows the service providers to build a cost-effective architecture to meet increasing demand. Multi-tenancy means…

Standardize with speed using AWS Service Catalog stack import

By Dustin Ward

AWS FeedStandardize with speed using AWS Service Catalog stack import If you’ve used AWS Service Catalog, you probably know how it helps organizations increase standardization, encourage compliance, and improve speed and agility. This is done by enabling central administrators to publish and manage a standard set of compliant products that users can consume in a self-service…