AWS FeedIncremental data matching using AWS Lake Formation and AWS Glue AWS Lake Formation provides a machine learning (ML) capability (FindMatches transform) to identify duplicate or matching records in your dataset, even when the records don’t have a common unique identifier and no fields match exactly. Customers across many industries have come to rely on…
AWS FeedAmazon SageMaker Pipeline introduces a automatic hyperparameter tuning step Amazon SageMaker Pipelines, the first purpose-built continuous integration and continuous delivery (CI/CD) service for machine learning (ML), is now integrated with SageMaker’s automatic model tuning capability. Customers can add a model tuning step (TuningStep) in their SageMaker Pipelines which will automatically invoke a hyperparameter tuning…
AWS FeedImplement tenant isolation for Amazon S3 and Aurora PostgreSQL by using ABAC In software as a service (SaaS) systems, which are designed to be used by multiple customers, isolating tenant data is a fundamental responsibility for SaaS providers. The practice of isolation of data in a multi-tenant application platform is called tenant isolation. In…
AWS FeedAmazon Simple Queue Service (SQS) – 15 Years and Still Queueing! Time sure does fly! I wrote about the production launch of Amazon Simple Queue Service (SQS) back in 2006, with no inkling that I would still be blogging fifteen years later, or that this service would still be growing rapidly while remaining fundamental…
AWS FeedBuilding well-architected serverless applications: Implementing application workload security – part 2 This series of blog posts uses the AWS Well-Architected Tool with the Serverless Lens to help customers build and operate applications using best practices. In each post, I address the serverless-specific questions identified by the Serverless Lens along with the recommended best practices. See the introduction post for a…
AWS FeedAWS IoT Core for LoRaWAN now supports VPC endpoints AWS IoT Core for LoRaWAN now supports customer endpoints in VPCs. With this feature, your IoT devices and applications can communicate with IoT Core for LoRaWAN from your Virtual Private Cloud (VPC) without the need to allow traffic from the VPC to public IP addresses.…