AWS FeedSimplify incoming data ingestion with dynamic parameterized datasets in AWS Glue DataBrew When data analysts and data scientists prepare data for analysis, they often rely on periodically generated data produced by upstream services, such as labeling datasets from Amazon SageMaker Ground Truth or Cost and Usage Reports from AWS Billing and Cost Management. Alternatively,…
AWS FeedAutomate feature engineering pipelines with Amazon SageMaker The process of extracting, cleaning, manipulating, and encoding data from raw sources and preparing it to be consumed by machine learning (ML) algorithms is an important, expensive, and time-consuming part of data science. Managing these data pipelines for either training or inference is a challenge for data…
AWS FeedAWS customers can now self opt-in to AWS Wavelength Zones Starting today, customers can easily enable AWS Wavelength Zones themselves from the new “Settings” section of the EC2 Console or ModifyAvailabilityZoneGroup API . Once enabled, customers can create and manage resources in the Wavelength Zone using the same APIs and Management Console they use…
AWS FeedAWS Shield threat landscape review: 2020 year-in-review AWS Shield is a managed service that protects applications that are running on Amazon Web Services (AWS) against external threats, such as bots and distributed denial of service (DDoS) attacks. Shield detects network and web application-layer volumetric events that may indicate a DDoS attack, web content scraping,…
AWS FeedBuilding private cross-account APIs using Amazon API Gateway and AWS PrivateLink This post is written by Brian Zambrano, Enterprise Solutions Architect and Srinivasa Atta, Sr. Technical Account Manager With microservice architectures, multiple teams within an organization often build different parts of an application. Different teams may own functionality for a given business segment. An…
AWS FeedHow Amazon Customer Service lowered Amazon Redshift costs and improved performance using RA3 nodes Amazon Customer Service solves exciting and challenging customer care problems for Amazon.com, the world’s largest online retailer. In 2021, the Amazon Customer Service Technology team upgraded its dense-compute nodes (dc2.8xlarge) to the Amazon Redshift RA3 instance family (ra3.16xlarge). Moving to…