Author: Dustin Ward

Amazon Web Services FeedBuilding well-architected serverless applications: Controlling serverless API access – part 1 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 nine serverless-specific questions identified by the Serverless Lens along with the recommended best practices. See…

Amazon Web Services FeedLogical separation: Moving beyond physical isolation in the cloud computing era We’re sharing an update to the Logical Separation on AWS: Moving Beyond Physical Isolation in the Era of Cloud Computing whitepaper to help customers benefit from the security and innovation benefits of logical separation in the cloud. This paper discusses using…

Amazon Web Services FeedCosine Similarity support in Amazon Elasticsearch Service Amazon Elasticsearch Service now supports cosine similarity distance metric with k-Nearest Neighbor (k-NN) to power your similarity search engine. Cosine similarity is used to measure similarities between two vectors, irrespective of their sizes and is most commonly used in information retrieval, image recognition, text similarity,…

Amazon Web Services FeedHow SNCF Réseau and Olexya migrated a Caffe2 vision pipeline to Managed Spot Training in Amazon SageMaker This blog post is co-written by guest authors from SNCF and Olexya. Transportation and logistics are fertile ground for machine learning (ML). In this post, we show how the French state-owned railway company Société Nationale…

Amazon Web Services FeedEnterprise-ready Kubeflow: Securing and scaling AI and machine learning pipelines with AWS Many AWS customers are building AI and machine learning pipelines on top of Amazon Elastic Kubernetes Service (Amazon EKS) using Kubeflow across many use cases, including computer vision, natural language understanding, speech translation, and financial modeling. In this post, we…